conversations
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[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'e484218d-fa7c-4c49-8f49-024fc1525ae6;'uuid is '8ba2cfd5-b143-48cd-a4c0-e70e054f92ea';bid_timestamp is '2025-01-31 18:09:07';device_id is 'e484218d-fa7c-4c49-8f49-024fc1525ae6';biddate is '2025-01-31';country is 'USA';app is 'com.adgo.insightmessenger';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 0.410551167836216;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 37 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.34185 ;min_floor is 0.34185 ;bidmachine_placement_value is 0.395522;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-31 18:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.adgo.insightmessenger', 219 ad_requests with mean bid_floor 10.9; 1 sessions in app 'com.newpubco.spades', 28 ad_requests with mean bid_floor 26.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-31 18:11:39;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.adgo.insightmessenger/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.357447466541411;partition is 3333;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '302aa3ca-9c32-4cce-98a4-4428173e0564;'uuid is '22032071-1b00-44fe-a55c-8baf087516e9';bid_timestamp is '2025-01-31 15:31:50';device_id is '302aa3ca-9c32-4cce-98a4-4428173e0564';biddate is '2025-01-31';country is 'USA';app is 'com.tripledot.tile.blossom';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 25.8030313253402;target_cpi is 0.1;campaign is 58235;creative_id is 219049;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'i';bid_floor is 13.3878 ;min_floor is 13.3878 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 1949358 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 13;prior_tag_clicks_count is 5 ;time_since_click is '1949346';hour is '2025-01-31 15:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '32 sessions in app 'bible.offline.kingjames.holy.kjv.bible.daily.verse', 88 ad_requests with mean bid_floor 79.3; 4 sessions in app 'com.aytech.flextv', 12 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.blackout.bubble', 35 ad_requests with mean bid_floor 21.1; 3 sessions in app 'com.breakingnewsbrief.app', 6 ad_requests with mean bid_floor 1.4; 5 sessions in app 'com.changdu.moboshort', 15 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.dramawave.app', 76 ad_requests with mean bid_floor 96.4; 5 sessions in app 'com.easybrain.backgammon.board.games', 511 ad_requests with mean bid_floor 24.8, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'castrol.com' with mean price 1.2, 5 impressions of adomain 'coca-cola.com' with mean price 3.2, 1 impressions of adomain 'freecash.com' with mean price 0.1, 3 impressions of adomain 'huggies.com' with mean price 0.2, 2 impressions of adomain 'paypal.com' with mean price 0.5, 2 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'publix.com' with mean price 0.3, 1 impressions of adomain 'spectrum.com' with mean price 0.3, 2 impressions of adomain 'ubykotex.com' with mean price 0.6, 5 impressions of adomain 'walgreens.com' with mean price 0.7, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.kwshortvideo.kalostv', 3 ad_requests with mean bid_floor 3.5; 3 sessions in app 'com.mediaradiance.shotshort', 93 ad_requests with mean bid_floor 96.1; 8 sessions in app 'com.mintgames.solitaire.classic.card.game.free', 61 ad_requests with mean bid_floor 47.2; 34 sessions in app 'com.mobilityware.GinRummySolitaire', 2701 ad_requests with mean bid_floor 17.0, 3 impressions of adomain 'bestbuy.com' with mean price 6.6, 1 impressions of adomain 'dreamgames.com' with mean price 9.9, 4 clicks of adomain 'king.com', 4 impressions of adomain 'king.com' with mean price 7.4, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 11.7, 4 impressions of adomain 'moonactive.com' with mean price 12.3, 4 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 31.6, 5 clicks of adomain 'playtika.com', 7 impressions of adomain 'playtika.com' with mean price 8.3, 2 clicks of adomain 'productmadness.com', 3 impressions of adomain 'productmadness.com' with mean price 8.9, 2 impressions of adomain 'wooga.com' with mean price 13.4, 2 clicks of adomain 'zedge.net', 3 impressions of adomain 'zedge.net' with mean price 13.6; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 25 ad_requests with mean bid_floor 10.3; 1 sessions in app 'com.newleaf.app.android.victor', 56 ad_requests with mean bid_floor 119.8; 7 sessions in app 'com.newreading.goodreels', 41 ad_requests with mean bid_floor 6.6; 1 sessions in app 'com.noventure.minishorts', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.oakever.tiletrip', 205 ad_requests with mean bid_floor 23.2, 1 impressions of adomain 'app.dashdramas.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'scottbrand.com' with mean price 0.3; 3 sessions in app 'com.peoplefun.wordcross', 28 ad_requests with mean bid_floor 6.8; 7 sessions in app 'com.radio.pocketfm', 43 ad_requests with mean bid_floor 8.8; 1 sessions in app 'com.sereal.short.app', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 118 ad_requests with mean bid_floor 7.7; 1 sessions in app 'com.stary.dreamshort', 2 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.storymatrix.drama', 29 ad_requests with mean bid_floor 31.8; 139 sessions in app 'com.tripledot.tile.blossom', 11814 ad_requests with mean bid_floor 10.7, 2 impressions of adomain 'aa4dr.org' with mean price 0.4, 3 impressions of adomain 'abcmouse.com' with mean price 0.0, 2 clicks of adomain 'adidas.com', 1692 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'anytimefitness.com' with mean price 0.7, 3 impressions of adomain 'autonation.com' with mean price 0.0, 4 impressions of adomain 'bagelcode.com' with mean price 0.0, 19 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'belgard.com' with mean price 1.0, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bgfoods.com' with mean price 0.5, 1 impressions of adomain 'bingojourney.com' with mean price 0.0, 1 impressions of adomain 'bradberrygarnerrealestate.com' with mean price 0.8, 1 impressions of adomain 'callapp.com' with mean price 0.0, 5 impressions of adomain 'chai-research.com' with mean price 0.0, 1 impressions of adomain 'charterarts.org' with mean price 0.3, 1 impressions of adomain 'cicis.com' with mean price 0.4, 3 impressions of adomain 'coca-cola.com' with mean price 1.4, 12 impressions of adomain 'cocacola.com' with mean price 0.0, 1 clicks of adomain 'com.quiz.talent.machine', 1 impressions of adomain 'com.quiz.talent.machine' with mean price 20.7, 1 impressions of adomain 'dave.com' with mean price 0.0, 1 impressions of adomain 'dechimstudio.com' with mean price 0.9, 10 impressions of adomain 'depend.com' with mean price 0.7, 5 impressions of adomain 'dollargeneral.com' with mean price 0.9, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.5, 1 impressions of adomain 'dunkindonuts.com' with mean price 0.3, 1 impressions of adomain 'dynamichealthcarolinas.com' with mean price 0.5, 10 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 2 impressions of adomain 'enerjoy.life' with mean price 0.0, 1 impressions of adomain 'enhertu.com' with mean price 0.2, 2 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'eyemartexpress.com' with mean price 0.8, 1 impressions of adomain 'ezhealth.app' with mean price 16.4, 3 impressions of adomain 'fcticlassaction.com' with mean price 0.6, 28 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'flexsealproducts.com' with mean price 1.9, 2 impressions of adomain 'freestylelibre.us' with mean price 0.1, 1 impressions of adomain 'furniturerow.com' with mean price 0.5, 2 impressions of adomain 'getjobber.com' with mean price 0.0, 1 impressions of adomain 'goldencorral.com' with mean price 0.1, 1 impressions of adomain 'goodnites.com' with mean price 1.3, 1 impressions of adomain 'goodyspowder.com' with mean price 0.9, 2 impressions of adomain 'google.com' with mean price 0.0, 1 impressions of adomain 'greenhouse.com' with mean price 0.9, 1 impressions of adomain 'guidingstars.com' with mean price 0.1, 1 impressions of adomain 'harristeeter.com' with mean price 0.4, 6 impressions of adomain 'helloned.com' with mean price 0.0, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 3 impressions of adomain 'holidayseniorliving.com' with mean price 0.1, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 1 impressions of adomain 'huggies.com' with mean price 0.3, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 15 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'ilumya.com' with mean price 0.1, 1 impressions of adomain 'info.nu.edu' with mean price 1.2, 2 impressions of adomain 'ingrezza.com' with mean price 0.4, 1 impressions of adomain 'inkitt.com' with mean price 0.0, 5 impressions of adomain 'instagram.com' with mean price 0.2, 7 impressions of adomain 'instrematic.com' with mean price 0.2, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 3 impressions of adomain 'joinpropel.com' with mean price 0.0, 3 impressions of adomain 'justdice.io' with mean price 0.0, 2 impressions of adomain 'kashkick.com' with mean price 0.0, 1 impressions of adomain 'kellanova.com' with mean price 0.5, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.4, 4 impressions of adomain 'kidultlovin.com' with mean price 0.0, 2 impressions of adomain 'king.com' with mean price 0.0, 8 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'lego.com' with mean price 0.4, 2 impressions of adomain 'lemonanagames.com' with mean price 0.0, 4 impressions of adomain 'libtayo.com' with mean price 0.3, 1 impressions of adomain 'lunsumio.com' with mean price 0.2, 1 impressions of adomain 'makeheadway.com' with mean price 0.0, 1 impressions of adomain 'marriott.com' with mean price 1.1, 1 impressions of adomain 'mattel163.com' with mean price 0.0, 1 impressions of adomain 'mazda.com' with mean price 0.0, 8 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'mecklenburg.org' with mean price 0.0, 1 impressions of adomain 'mecknc.gov' with mean price 0.4, 40 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'metamucil.com' with mean price 0.4, 15 impressions of adomain 'mindcrush-games.com' with mean price 3.3, 2 clicks of adomain 'mindcrush-games.com', 11 impressions of adomain 'mistplay.com' with mean price 0.0, 7 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 4 impressions of adomain 'murdochs.com' with mean price 0.7, 1 impressions of adomain 'murka.com' with mean price 0.0, 1 impressions of adomain 'ncsecu.org' with mean price 0.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 25.8, 1 impressions of adomain 'ninjatrader.com' with mean price 0.2, 2 impressions of adomain 'novanthealth.org' with mean price 0.2, 3 impressions of adomain 'numerator.com' with mean price 0.0, 4 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.5, 1 impressions of adomain 'pcsmsp.com' with mean price 1.1, 6 impressions of adomain 'planetoat.com' with mean price 0.2, 3 impressions of adomain 'playsimple.in' with mean price 0.0, 6 impressions of adomain 'pluto.tv' with mean price 0.0, 4 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'priceline.com' with mean price 0.0, 2 impressions of adomain 'pricelines.com' with mean price 0.0, 2 impressions of adomain 'prilosecotc.com' with mean price 0.5, 1 clicks of adomain 'productmadness.com', 21 impressions of adomain 'productmadness.com' with mean price 0.8, 1 impressions of adomain 'pull-ups.com' with mean price 0.2, 2 impressions of adomain 'qvc.com' with mean price 0.0, 11 impressions of adomain 'roomstogo.com' with mean price 0.6, 1 impressions of adomain 'rosesdiscountstores.com' with mean price 0.8, 2 impressions of adomain 'saily.com' with mean price 0.0, 1 impressions of adomain 'saksfifthavenue.com' with mean price 0.0, 4 impressions of adomain 'schiffvitamins.com' with mean price 0.6, 42 impressions of adomain 'scottbrand.com' with mean price 0.5, 1 impressions of adomain 'seriously.com' with mean price 0.0, 2 impressions of adomain 'shopgenius.com' with mean price 1.2, 10 impressions of adomain 'siriusxm.com' with mean price 0.0, 2 impressions of adomain 'smokeybear.com' with mean price 1.5, 1 impressions of adomain 'softbakedapps.com' with mean price 0.0, 2 impressions of adomain 'spinxgames.com' with mean price 0.0, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 7 impressions of adomain 'stonyfield.com' with mean price 0.5, 2 impressions of adomain 'subway.com' with mean price 0.0, 1 impressions of adomain 'sunsweet.com' with mean price 0.5, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 clicks of adomain 'temu.com', 5 impressions of adomain 'temu.com' with mean price 14.4, 11 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'thehersheycompany.com' with mean price 0.2, 2 impressions of adomain 'tiktok.com' with mean price 1.8, 4 impressions of adomain 'tjx.com' with mean price 0.0, 4 impressions of adomain 'tonyrobbins.com' with mean price 0.4, 1 impressions of adomain 'torani.com' with mean price 0.2, 5 impressions of adomain 'truehold.com' with mean price 1.3, 2 impressions of adomain 'tukysa.com' with mean price 0.9, 1 impressions of adomain 'uber.com' with mean price 0.2, 19 impressions of adomain 'ubykotex.com' with mean price 1.0, 4 impressions of adomain 'vicks.com' with mean price 0.5, 3 impressions of adomain 'vitastudio.ai' with mean price 0.0, 3 impressions of adomain 'voquezna.com' with mean price 0.3, 13 impressions of adomain 'walgreens.com' with mean price 0.8, 2 impressions of adomain 'walmart.com' with mean price 0.3, 6 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'wisdomtree.com' with mean price 0.0, 4 impressions of adomain 'wooga.com' with mean price 28.1, 4 clicks of adomain 'wooga.com', 1 impressions of adomain 'worldequestriancenter.com' with mean price 0.1, 2 impressions of adomain 'wssu.edu' with mean price 0.3, 3 impressions of adomain 'yazio.com' with mean price 0.0, 1 impressions of adomain 'zedge.net' with mean price 15.6, 1 clicks of adomain 'zedge.net', 2 impressions of adomain 'zencolor.app' with mean price 0.0; 8 sessions in app 'com.tripledot.woodoku', 27 ad_requests with mean bid_floor 7.5; 4 sessions in app 'com.zyhwplatform.shortplay', 29 ad_requests with mean bid_floor 6.1; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 22 ad_requests with mean bid_floor 15.6, 2 impressions of adomain 'scottbrand.com' with mean price 0.5; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 15.6; 16 sessions in app 'in.playsimple.wordtrip', 126 ad_requests with mean bid_floor 18.5; 2 sessions in app 'live.shorttv.apps', 62 ad_requests with mean bid_floor 84.7; 10 sessions in app 'spider.solitaire.card.bgames', 73 ad_requests with mean bid_floor 10.7, 2 impressions of adomain 'dechimstudio.com' with mean price 0.8, 4 impressions of adomain 'frgrisk.com' with mean price 0.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 0:45:25;time_since_impression_in_hours is 541;channel is 'USA/I/bidmachine/com.tripledot.tile.blossom/False/197';time_since_click_in_hours is 541;fast_imp_12h is 3;fast_click_2h is 3;rnd is 0.0485103679680219;partition is 1515;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_HIGH_VAR_AG_100k_01_25_2025' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_500k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_LOW_VAR_AG_100k_01_25_2025' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k_frozen' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPA(10level_complete_beforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '1ae87935-22ce-4fdf-b4af-2bf62229d84e;'uuid is '4eed4828-114a-473a-aff8-8df3f8055d32';bid_timestamp is '2024-12-29 22:51:18';device_id is '1ae87935-22ce-4fdf-b4af-2bf62229d84e';biddate is '2024-12-29';country is 'USA';app is 'com.oakever.tiletrip';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '71ee91ab3c537d1ad0f7a9438868f199';display_manager is 'bidmachine';raw_price is 39.2968036566781;target_cpi is 3.77868975184893;campaign is 57724;creative_id is 222568;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vi';bid_floor is 26.5106 ;min_floor is 26.5106 ;bidmachine_placement_value is 50.236967;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1.35999999999999;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-29 22:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.lie.detector.turthtest.prank.game.tool', 6 ad_requests with mean bid_floor 6.2; 5 sessions in app 'com.oakever.tiletrip', 58 ad_requests with mean bid_floor 30.4; 1 sessions in app 'com.platinumplayer.word.addict', 54 ad_requests with mean bid_floor 28.1, 1 impressions of adomain 'paramount.com' with mean price 2.1; 8 sessions in app 'com.prank.haircut.fart.airhorn.funnysound.box', 121 ad_requests with mean bid_floor 5.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-30 5:03:57;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.oakever.tiletrip/False/126';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.547955229149855;partition is 3006;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7950e8b5-1576-4ada-b9b4-d9ce4611119f;'uuid is '58e1816a-0a4a-4fb5-bfc0-66836b1042d3';bid_timestamp is '2024-12-28 0:44:49';device_id is '7950e8b5-1576-4ada-b9b4-d9ce4611119f';biddate is '2024-12-28';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 8.05210951353916;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 6.183333;placement_historical_value is 8.939333;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 80771 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.96;prior_theme_impressions_count is 13;prior_tag_clicks_count is 1 ;time_since_click is '1037091';hour is '2024-12-28 00:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.DifLabs.Differences', 11 ad_requests with mean bid_floor 31.0; 17 sessions in app 'com.picsart.studio', 56 ad_requests with mean bid_floor 7.7; 20 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 4017 ad_requests with mean bid_floor 13.6, 5 impressions of adomain 'audible.com' with mean price 1.2, 1 impressions of adomain 'boombeauty.com' with mean price 5.1; 1 sessions in app 'com.trivia.star.android', 10 ad_requests with mean bid_floor 54.5; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 7.2; 1 sessions in app 'sudoku.puzzle.free.game.brain', 9 ad_requests with mean bid_floor 5.0, 1 impressions of adomain 'mazdausa.com' with mean price 0.3, 1 impressions of adomain 'www.learnings.ai' with mean price 1.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-28 0:47:01;time_since_impression_in_hours is 22;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 288;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.17436736619983;partition is 3375;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd4ea2064-0318-4a3a-a77d-963e432b5b63;'uuid is '2a759941-ba6c-4839-b23e-489c76e57a04';bid_timestamp is '2024-12-22 0:58:27';device_id is 'd4ea2064-0318-4a3a-a77d-963e432b5b63';biddate is '2024-12-22';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 19.8064394295215;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 22 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 4.746269;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 502356 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.95;prior_theme_impressions_count is 6;prior_tag_clicks_count is 10 ;time_since_click is '502336';hour is '2024-12-22 00:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.bicakugames.geometrycrach', 154 ad_requests with mean bid_floor 19.6; 3 sessions in app 'com.cu001.watersort', 141 ad_requests with mean bid_floor 15.0; 1 sessions in app 'com.fiogonia.dominoes', 2 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.6; 9 sessions in app 'com.kiaora.dominoes', 602 ad_requests with mean bid_floor 55.9; 70 sessions in app 'com.kingsofgames.chessuniverse', 1797 ad_requests with mean bid_floor 18.9, 3 impressions of adomain '.wakefern.com' with mean price 0.9, 2 impressions of adomain 'abcmouse.com' with mean price 0.0, 1019 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'allianztravelinsurance.com' with mean price 0.1, 40 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'beachbody.com' with mean price 0.2, 66 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bimbousa.com' with mean price 0.3, 1 impressions of adomain 'boo.world' with mean price 0.0, 30 impressions of adomain 'bumble.com' with mean price 0.0, 6 impressions of adomain 'cadillac.com' with mean price 0.0, 1 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 1 impressions of adomain 'ciemanufacturing.com' with mean price 1.7, 2 impressions of adomain 'copilot.microsoft.com' with mean price 0.0, 2 impressions of adomain 'dave.com' with mean price 0.0, 1 impressions of adomain 'depend.com' with mean price 0.2, 4 impressions of adomain 'dhs.gov' with mean price 0.1, 2 impressions of adomain 'discovery.com' with mean price 0.2, 7 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'drinknurri.com' with mean price 0.1, 4 impressions of adomain 'espnbet.com' with mean price 4.6, 2 clicks of adomain 'espnbet.com', 1 impressions of adomain 'flashrewards.co' with mean price 7.6, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'g-star.com' with mean price 0.0, 2 impressions of adomain 'garnierusa.com' with mean price 0.2, 1 clicks of adomain 'gopuff.com', 3 impressions of adomain 'gopuff.com' with mean price 9.4, 1 impressions of adomain 'goya.com' with mean price 0.4, 4 impressions of adomain 'grainger.com' with mean price 0.8, 13 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'h2oyeah.com' with mean price 1.0, 2 impressions of adomain 'helloned.com' with mean price 0.1, 1 impressions of adomain 'henkel-northamerica.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.2, 6 impressions of adomain 'instacart.com' with mean price 0.0, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 3 impressions of adomain 'justplayapps.com' with mean price 0.0, 1 impressions of adomain 'keypathedu.com' with mean price 1.2, 1 impressions of adomain 'libertytax.com' with mean price 0.0, 1 impressions of adomain 'mattel163.com' with mean price 0.0, 3 impressions of adomain 'mavis.com' with mean price 0.2, 19 impressions of adomain 'meetme.com' with mean price 0.0, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 3 impressions of adomain 'nordvpn.com' with mean price 0.1, 4 impressions of adomain 'nubeqa-us.com' with mean price 1.1, 1 impressions of adomain 'numerator.com' with mean price 0.0, 3 impressions of adomain 'off-stamp.com' with mean price 0.5, 1 impressions of adomain 'pa.gov' with mean price 0.3, 9 impressions of adomain 'pandora.com' with mean price 0.1, 6 impressions of adomain 'paramount.com' with mean price 0.0, 6 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.2, 4 impressions of adomain 'play.moheganpacasino.com' with mean price 0.0, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'playtowingames.net' with mean price 0.0, 11 impressions of adomain 'pluto.tv' with mean price 0.1, 2 impressions of adomain 'poise.com' with mean price 0.2, 10 impressions of adomain 'priceline.com' with mean price 0.0, 1 impressions of adomain 'redfin.com' with mean price 0.0, 1 impressions of adomain 'self.inc' with mean price 0.0, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.1, 1 impressions of adomain 'smuckers.com' with mean price 0.1, 2 impressions of adomain 'solocup.com' with mean price 0.1, 4 impressions of adomain 'squareup.com' with mean price 0.0, 4 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 186 impressions of adomain 'temu.com' with mean price 0.0, 14 impressions of adomain 'textnow.com' with mean price 0.1, 5 impressions of adomain 'traveltexas.com' with mean price 0.1, 1 impressions of adomain 'trugolf.com' with mean price 0.5, 1 impressions of adomain 'uphold.com' with mean price 0.0, 1 impressions of adomain 'vyepti.com' with mean price 0.2, 1 impressions of adomain 'wooga.com' with mean price 0.0, 1 impressions of adomain 'wurl.com' with mean price 0.9, 1 impressions of adomain 'www2.wakefern.com' with mean price 0.8, 2 impressions of adomain 'yahoo.com' with mean price 0.0, 5 clicks of adomain 'zynga.com', 15 impressions of adomain 'zynga.com' with mean price 3.5; 2 sessions in app 'com.soundpub.brain.game.activity', 69 ad_requests with mean bid_floor 18.4; 27 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1045 ad_requests with mean bid_floor 9.9, 1 clicks of adomain 'casino.fanduel.com', 2 impressions of adomain 'casino.fanduel.com' with mean price 6.8, 3 clicks of adomain 'chime.com', 4 impressions of adomain 'chime.com' with mean price 6.5, 1 clicks of adomain 'gopuff.com', 2 impressions of adomain 'gopuff.com' with mean price 4.9, 2 clicks of adomain 'instacart.com', 2 impressions of adomain 'instacart.com' with mean price 10.5, 1 impressions of adomain 'intuit.com' with mean price 4.9, 2 clicks of adomain 'newpub.co/business-empire', 2 impressions of adomain 'newpub.co/business-empire' with mean price 6.0, 1 impressions of adomain 'welloflife.com' with mean price 5.5, 3 clicks of adomain 'zynga.com', 3 impressions of adomain 'zynga.com' with mean price 9.4; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 12.9; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 7.4; 1 sessions in app 'com.zynga.words3', 13 ad_requests with mean bid_floor 13.8; 6 sessions in app 'in.playsimple.wordtrip', 16 ad_requests with mean bid_floor 33.9; 1 sessions in app 'ske.arbc.we.neat', 5 ad_requests with mean bid_floor 6.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-22 1:32:26;time_since_impression_in_hours is 139;channel is 'USA/I/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 140;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.53567161212845;partition is 2702;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '5576a6e6-a562-4bd4-8595-b4106a473c67;'uuid is 'f8e70d11-f3a0-4570-a8c8-58dd373cc9b9';bid_timestamp is '2024-12-20 21:31:08';device_id is '5576a6e6-a562-4bd4-8595-b4106a473c67';biddate is '2024-12-20';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 11.1509551422863;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 40.423729;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 34 ;time_since_impression is 26030 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.35999999999999;prior_theme_impressions_count is 34;prior_tag_clicks_count is 8 ;time_since_click is '26086';hour is '2024-12-20 21:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 3 ad_requests with mean bid_floor 12.0; 6 sessions in app 'com.blackout.backgammon', 42 ad_requests with mean bid_floor 8.4, 1 impressions of adomain 'nucala.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.6; 7 sessions in app 'com.easybrain.chess', 533 ad_requests with mean bid_floor 8.4, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'carnival.com' with mean price 0.4, 2 impressions of adomain 'chipsahoy.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'duracell.com' with mean price 0.2, 2 impressions of adomain 'folkesheating.com' with mean price 0.6, 1 impressions of adomain 'giovanniranausa.com' with mean price 0.4, 1 impressions of adomain 'goldbond.com' with mean price 0.8, 1 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'mtb.com' with mean price 0.8, 2 impressions of adomain 'odfl.com' with mean price 0.2, 2 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 1.1, 1 impressions of adomain 'scottbrand.com' with mean price 0.5, 1 impressions of adomain 'unilever.com' with mean price 0.2, 2 impressions of adomain 'verizon.com' with mean price 0.1, 1 impressions of adomain 'voqueznapro.com' with mean price 0.2; 114 sessions in app 'com.easybrain.word.puzzle.game', 69406 ad_requests with mean bid_floor 11.8, 2 impressions of adomain '9snail.com' with mean price 0.0, 10 impressions of adomain 'aaa.com' with mean price 0.1, 1 impressions of adomain 'addyi.com' with mean price 0.1, 2 clicks of adomain 'adidas.com', 2676 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.4, 10 impressions of adomain 'allstate.com' with mean price 0.1, 102 impressions of adomain 'amazon.com' with mean price 0.2, 23 impressions of adomain 'anheuser-busch.com' with mean price 0.2, 1 impressions of adomain 'arlo.com' with mean price 0.2, 7 impressions of adomain 'armanino.com' with mean price 0.9, 6 impressions of adomain 'astrazeneca.com' with mean price 0.4, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 1 impressions of adomain 'avenlur.com' with mean price 0.1, 5 impressions of adomain 'avidly.com' with mean price 0.0, 2 impressions of adomain 'beachbody.com' with mean price 0.1, 37 impressions of adomain 'beiersdorf.com' with mean price 0.5, 4 impressions of adomain 'bidease.com_101931' with mean price 0.0, 5 impressions of adomain 'bissell.com' with mean price 0.7, 2 impressions of adomain 'blueparrott.com' with mean price 0.1, 9 impressions of adomain 'bluetriton.com' with mean price 1.1, 24 impressions of adomain 'boost.com' with mean price 1.0, 1 impressions of adomain 'bounty.com' with mean price 5.7, 1 impressions of adomain 'breatheright.com' with mean price 1.6, 5 impressions of adomain 'briviact.com' with mean price 0.1, 27 impressions of adomain 'budlight.com' with mean price 0.5, 12 impressions of adomain 'cadillac.com' with mean price 0.0, 2 impressions of adomain 'calvinklein.us' with mean price 0.1, 6 impressions of adomain 'campingworld.com' with mean price 0.1, 9 impressions of adomain 'castrol.com' with mean price 0.1, 4 impressions of adomain 'cdw.com' with mean price 0.1, 1 impressions of adomain 'celadonbooks.com' with mean price 0.6, 2 impressions of adomain 'charmin.com' with mean price 6.0, 1 impressions of adomain 'children.org' with mean price 0.8, 4 impressions of adomain 'clorox.com' with mean price 0.2, 40 impressions of adomain 'coca-cola.com' with mean price 1.1, 6 impressions of adomain 'coca-colacompany.com' with mean price 2.0, 32 impressions of adomain 'cocacola.com' with mean price 0.0, 9 impressions of adomain 'colgate.com' with mean price 0.1, 2 impressions of adomain 'consumable.com' with mean price 0.0, 1 impressions of adomain 'convene.com' with mean price 0.2, 9 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'crest.com' with mean price 0.6, 6 impressions of adomain 'crownlaboratories.com' with mean price 0.4, 6 impressions of adomain 'crumblcookies.com' with mean price 0.1, 1 impressions of adomain 'cuisinart.com' with mean price 0.1, 1 impressions of adomain 'danone.com' with mean price 0.4, 45 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'dewalt.com' with mean price 0.2, 1 impressions of adomain 'dinoglobalstudio.com' with mean price 0.1, 3 clicks of adomain 'direxioninvestments.com', 38 impressions of adomain 'direxioninvestments.com' with mean price 5.9, 1 impressions of adomain 'discovermiddlesex.com' with mean price 0.9, 4 impressions of adomain 'discovery.com' with mean price 0.1, 28 impressions of adomain 'disneyplus.com' with mean price 0.1, 19 impressions of adomain 'dollargeneral.com' with mean price 0.2, 76 impressions of adomain 'dove.com' with mean price 0.2, 1 clicks of adomain 'dove.com', 4 impressions of adomain 'drinkhint.com' with mean price 0.1, 1 impressions of adomain 'drinkwaterloo.com' with mean price 0.8, 1 impressions of adomain 'drreddys.com' with mean price 0.1, 6 impressions of adomain 'dulcolax.com' with mean price 0.1, 5 impressions of adomain 'duracell.com' with mean price 0.2, 3 impressions of adomain 'dyson.com' with mean price 0.4, 1 impressions of adomain 'eatandys.com' with mean price 1.1, 5 impressions of adomain 'ekohealth.com' with mean price 0.3, 16 impressions of adomain 'elanco.com' with mean price 0.7, 3 impressions of adomain 'elanco.us' with mean price 0.2, 5 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 8 impressions of adomain 'enhertu.com' with mean price 0.1, 4 impressions of adomain 'evolutionfresh.com' with mean price 0.1, 12 impressions of adomain 'experian.com' with mean price 0.1, 1 impressions of adomain 'extclaims.com' with mean price 1.1, 3 impressions of adomain 'farmcrediteast.com' with mean price 1.1, 1 impressions of adomain 'feldentertainment.com' with mean price 1.1, 2 impressions of adomain 'firstfinancial.org' with mean price 0.3, 1 impressions of adomain 'fitbit.com' with mean price 0.1, 1 impressions of adomain 'flagshipcarpets.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 44 impressions of adomain 'folkesheating.com' with mean price 0.5, 1 impressions of adomain 'freestylelibre.us' with mean price 0.9, 1 impressions of adomain 'galderma.com' with mean price 0.1, 3 impressions of adomain 'gardenoflife.com' with mean price 0.1, 2 impressions of adomain 'gillette.com' with mean price 4.4, 3 impressions of adomain 'giovanniranausa.com' with mean price 0.4, 1 impressions of adomain 'glimmerx.us' with mean price 0.1, 6 impressions of adomain 'globalrefuge.org' with mean price 0.1, 36 impressions of adomain 'goldbond.com' with mean price 0.2, 2 impressions of adomain 'goodnites.com' with mean price 0.3, 21 impressions of adomain 'google.com' with mean price 0.1, 3 impressions of adomain 'grainger.com' with mean price 0.6, 1 impressions of adomain 'greatwolf.com' with mean price 0.9, 12 impressions of adomain 'haleon.com' with mean price 0.1, 6 impressions of adomain 'helloned.com' with mean price 0.1, 16 impressions of adomain 'hhs.gov' with mean price 0.9, 2 impressions of adomain 'hillspet.com' with mean price 0.1, 64 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.1, 1 impressions of adomain 'illinoislottery.com' with mean price 0.0, 1 impressions of adomain 'info.nu.edu' with mean price 0.8, 2 impressions of adomain 'ingrezza.com' with mean price 0.3, 1 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'instrematic.com' with mean price 0.0, 4 impressions of adomain 'izervay.com' with mean price 0.2, 1 impressions of adomain 'jackery.com' with mean price 0.1, 5 impressions of adomain 'jackpocket.com' with mean price 2.4, 1 clicks of adomain 'jackpocket.com', 1 impressions of adomain 'jazzpharma.com' with mean price 0.6, 3 impressions of adomain 'jcpenny.com' with mean price 0.0, 8 impressions of adomain 'jglaw.law' with mean price 0.4, 1 impressions of adomain 'jimmoroneyscycle.com' with mean price 0.4, 1 impressions of adomain 'jobs.bswhealth.com' with mean price 0.2, 2 impressions of adomain 'kao.com' with mean price 0.5, 2 impressions of adomain 'kay.com' with mean price 0.7, 2 impressions of adomain 'kellanova.com' with mean price 0.5, 5 impressions of adomain 'kelloggs.com' with mean price 0.9, 3 impressions of adomain 'keurigdrpepper.com' with mean price 0.5, 2 impressions of adomain 'kikkomanusa.com' with mean price 0.1, 1 impressions of adomain 'kindsnacks.com' with mean price 0.1, 5 impressions of adomain 'kitchenaid.com' with mean price 0.1, 9 impressions of adomain 'kleenex.com' with mean price 0.1, 4 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'lacteol.com' with mean price 0.1, 1 impressions of adomain 'lakeplacid.com' with mean price 0.3, 5 impressions of adomain 'lexus.com' with mean price 0.9, 1 impressions of adomain 'lghausysusa.com' with mean price 0.9, 2 impressions of adomain 'libtayo.com' with mean price 0.1, 1 impressions of adomain 'lionking.com' with mean price 5.9, 2 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'listerine.com' with mean price 0.2, 2 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 1 impressions of adomain 'lowes.com' with mean price 0.0, 1 impressions of adomain 'luiss.it' with mean price 0.1, 9 impressions of adomain 'lunsumio.com' with mean price 0.1, 1 impressions of adomain 'marcus.com' with mean price 0.1, 4 impressions of adomain 'markanthonyintl.com' with mean price 0.2, 1 impressions of adomain 'marriott.com' with mean price 0.1, 1 clicks of adomain 'maybehappyending.com', 3 impressions of adomain 'maybehappyending.com' with mean price 6.2, 3 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'meetboston.com' with mean price 0.2, 5 impressions of adomain 'metamucil.com' with mean price 0.5, 14 impressions of adomain 'mhvfcu.com' with mean price 0.7, 18 impressions of adomain 'michelobultra.com' with mean price 0.2, 4 impressions of adomain 'mobilityware.com' with mean price 0.0, 10 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 6 impressions of adomain 'mrmandp.com' with mean price 0.4, 1 impressions of adomain 'muckbootcompany.com' with mean price 2.1, 1 impressions of adomain 'nabshow.com' with mean price 1.1, 5 impressions of adomain 'nationalgeographic.org' with mean price 6.5, 1 impressions of adomain 'naturestrove.com' with mean price 0.1, 1 impressions of adomain 'nba.com' with mean price 5.3, 1 impressions of adomain 'neostrata.com' with mean price 0.1, 13 impressions of adomain 'nestle-watersna.com' with mean price 0.9, 3 impressions of adomain 'neutrogena.com' with mean price 0.2, 3 impressions of adomain 'niveausa.com' with mean price 0.2, 3 impressions of adomain 'northsideautobody.com' with mean price 0.9, 24 impressions of adomain 'nucala.com' with mean price 0.2, 3 impressions of adomain 'numerator.com' with mean price 0.0, 10 impressions of adomain 'nutrafol.com' with mean price 0.1, 45 impressions of adomain 'ny.gov' with mean price 0.2, 13 impressions of adomain 'nyxcosmetics.com' with mean price 0.1, 5 impressions of adomain 'olay.com' with mean price 0.4, 3 impressions of adomain 'omh.ny.gov' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 0.5, 2 impressions of adomain 'ontelproducts.com' with mean price 0.1, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.1, 2 impressions of adomain 'orgain.com' with mean price 0.1, 1 impressions of adomain 'pampers.com' with mean price 4.4, 1 impressions of adomain 'pandaexpress.com' with mean price 0.4, 10 impressions of adomain 'pandora.com' with mean price 0.0, 1 impressions of adomain 'pantene.com' with mean price 4.3, 4 impressions of adomain 'paramount.com' with mean price 1.3, 6 impressions of adomain 'paramountplus.com' with mean price 0.3, 2 impressions of adomain 'peets.com' with mean price 0.1, 6 impressions of adomain 'pennfoster.edu' with mean price 0.1, 1 impressions of adomain 'penskelogistics.com' with mean price 0.1, 1 impressions of adomain 'pepsico.com' with mean price 0.4, 3 impressions of adomain 'pepto-bismol.com' with mean price 0.4, 1 impressions of adomain 'petco.com' with mean price 0.5, 1 clicks of adomain 'pfizer.com', 15 impressions of adomain 'pfizer.com' with mean price 5.6, 3 impressions of adomain 'philips.com' with mean price 0.1, 1 impressions of adomain 'planetoat.com' with mean price 0.2, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 29 impressions of adomain 'poise.com' with mean price 0.1, 12 impressions of adomain 'powerstop.com' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.3, 3 impressions of adomain 'pricelines.com' with mean price 0.0, 1 clicks of adomain 'prilosecotc.com', 7 impressions of adomain 'prilosecotc.com' with mean price 1.3, 1 impressions of adomain 'primalkitchen.com' with mean price 5.9, 6 impressions of adomain 'progressive.com' with mean price 0.5, 2 impressions of adomain 'puffs.com' with mean price 4.4, 3 impressions of adomain 'pull-ups.com' with mean price 0.1, 2 impressions of adomain 'puredailycare.com' with mean price 0.1, 1 clicks of adomain 'purposeonbroadway.com', 11 impressions of adomain 'purposeonbroadway.com' with mean price 5.6, 3 impressions of adomain 'quantstampfairfund.com' with mean price 0.5, 8 impressions of adomain 'qunol.com' with mean price 0.5, 3 impressions of adomain 'refreshbrand.com' with mean price 0.3, 1 impressions of adomain 'regeneron.com' with mean price 0.1, 2 impressions of adomain 'renewdanbury.com' with mean price 0.6, 1 impressions of adomain 'ritzcarlton.com' with mean price 0.2, 1 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'sakrete.com' with mean price 1.1, 1 impressions of adomain 'saksfifthavenue.com' with mean price 0.0, 8 impressions of adomain 'samsung.com' with mean price 0.7, 15 impressions of adomain 'scottbrand.com' with mean price 0.2, 3 impressions of adomain 'secret.com' with mean price 0.2, 1 impressions of adomain 'sfdbrands.com' with mean price 0.6, 1 impressions of adomain 'shopgenius.com' with mean price 1.2, 4 impressions of adomain 'shopmyexchange.com' with mean price 5.5, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 4 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 3 impressions of adomain 'sourpatchkids.com' with mean price 0.2, 2 impressions of adomain 'southwest.com' with mean price 0.1, 14 impressions of adomain 'spectrum.com' with mean price 0.2, 25 impressions of adomain 'starbucks.com' with mean price 0.1, 9 impressions of adomain 'stellaartois.com' with mean price 0.2, 1 impressions of adomain 'stonyfield.com' with mean price 0.5, 2 impressions of adomain 'stopandshop.com' with mean price 0.0, 12 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.1, 1 impressions of adomain 'surveymonkey.com' with mean price 0.1, 3 impressions of adomain 'sweetfrog.com' with mean price 0.4, 8 impressions of adomain 'synthroid.com' with mean price 0.1, 1 impressions of adomain 'taylorfarms.com' with mean price 0.6, 1 impressions of adomain 'tempursealy.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.0, 7 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'thelandingofpoughkeepsieseniorliving.com' with mean price 0.7, 2 impressions of adomain 'thenewutility.com' with mean price 0.5, 1 impressions of adomain 'thirdstreetsouth.com' with mean price 0.2, 1 impressions of adomain 'thomsonreuters.com' with mean price 0.1, 16 impressions of adomain 'tiktok.com' with mean price 1.7, 10 impressions of adomain 'tivdak.com' with mean price 0.3, 5 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'tnuck.com' with mean price 0.4, 7 impressions of adomain 'toyota.com' with mean price 0.7, 1 impressions of adomain 'traveltexas.com' with mean price 0.0, 1 impressions of adomain 'treslotgame.com' with mean price 4.4, 3 impressions of adomain 'truecitrus.com' with mean price 0.7, 2 impressions of adomain 'tylenol.com' with mean price 0.1, 3 impressions of adomain 'ubykotex.com' with mean price 0.5, 1 impressions of adomain 'uhc.com' with mean price 0.8, 2 impressions of adomain 'ulstersavings.com' with mean price 0.3, 4 impressions of adomain 'ulstersavingschecking.com' with mean price 0.7, 152 impressions of adomain 'unilever.com' with mean price 0.2, 2 clicks of adomain 'unilever.com', 2 impressions of adomain 'us.gsk.com' with mean price 0.0, 1 impressions of adomain 'usw.edu' with mean price 0.3, 1 impressions of adomain 'velphoro.us' with mean price 0.1, 38 impressions of adomain 'verizon.com' with mean price 0.1, 2 clicks of adomain 'verizon.com', 10 impressions of adomain 'vicks.com' with mean price 0.7, 9 impressions of adomain 'vytalogy.com' with mean price 0.1, 2 impressions of 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'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(hardget)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '27b28430-b70d-4917-bef9-99e3ccb3f1f0;'uuid is '561bf7cb-b6fa-4213-ae19-e0206e016605';bid_timestamp is '2025-02-08 11:03:36';device_id is '27b28430-b70d-4917-bef9-99e3ccb3f1f0';biddate is '2025-02-08';country is 'USA';app is 'com.chaos.infusion.battle';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 24.117650439168;target_cpi is 3;campaign is 58198;creative_id is 229286;session_duration is 0 ;seller_name is 'IEC Games MAX';seller_id is 185;content_type is 'ie';bid_floor is 20.415 ;min_floor is 0.0106 ;bidmachine_placement_value is 34.9450549999999;placement_historical_value is 15.71264;third_party_bid_price is 20.415;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.88;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-08 11:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior_stats_in_past is '6 sessions in app 'ball.sort.color.water.puzzle.games', 76 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.LoopGames.Yatzy', 16 ad_requests with mean bid_floor 1.6; 14 sessions in app 'com.YsoCorp.RiotEscape', 611 ad_requests with mean bid_floor 4.0, 2 clicks of adomain 'idailybible.com', 2 impressions of adomain 'idailybible.com' with mean price 30.2, 1 impressions of adomain 'onesoft.com.vn' with mean price 18.3, 1 impressions of adomain 'textnow.com' with mean price 0.2, 1 clicks of adomain 'wedobest.com.cn', 1 impressions of adomain 'wedobest.com.cn' with mean price 16.8; 12 sessions in app 'com.YsoCorp.StretchGuy', 455 ad_requests with mean bid_floor 5.0, 1 impressions of adomain 'kinwellhealth.com' with mean price 1.8, 2 impressions of adomain 'numerator.com' with mean price 0.1; 1 sessions in app 'com.aa.puffup', 7 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.actionfit.blockocean1010', 3 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.actionfit.sword', 8 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.baf.connectballs', 4 ad_requests with mean bid_floor 3.9; 2 sessions in app 'com.begamob.rokuremote', 28 ad_requests with mean bid_floor 4.1; 3 sessions in app 'com.bitmango.go.bubblepop', 95 ad_requests with mean bid_floor 20.2; 1 sessions in app 'com.blackout.match3', 5 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.blackout.spades', 24 ad_requests with mean bid_floor 30.9; 7 sessions in app 'com.braingames.wordsearch', 246 ad_requests with mean bid_floor 9.9, 1 clicks of adomain 'playstudios.com', 1 impressions of adomain 'playstudios.com' with mean price 24.6, 1 impressions of adomain 'safeauth.services' with mean price 30.3, 1 clicks of adomain 'zedge.net', 3 impressions of adomain 'zedge.net' with mean price 29.3; 1 sessions in app 'com.breakingnewsbrief.app', 1 ad_requests with mean bid_floor 14.1; 12 sessions in app 'com.chaos.infusion.battle', 483 ad_requests with mean bid_floor 5.5, 1 impressions of adomain 'amcplus.com' with mean price 0.1, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 clicks of adomain 'centurygame.com', 2 impressions of adomain 'centurygame.com' with mean price 24.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'gngonzales.com' with mean price 0.8, 1 impressions of adomain 'goldbond.com' with mean price 0.8, 2 impressions of adomain 'metacoregames.com' with mean price 0.3, 1 impressions of adomain 'my.games' with mean price 33.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 24.1, 1 clicks of adomain 'playstudios.com', 1 impressions of adomain 'playstudios.com' with mean price 21.0, 1 impressions of adomain 'walgreens.com' with mean price 0.8, 1 clicks of adomain 'zedge.net', 3 impressions of adomain 'zedge.net' with mean price 22.8; 1 sessions in app 'com.chat.master.prank.master.game', 12 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.clap.find.my.phone.say.passcode.find.mobile.alarm', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.dna.solitaireapp', 86 ad_requests with mean bid_floor 135.1; 2 sessions in app 'com.dopuz.klotski.riddle', 97 ad_requests with mean bid_floor 12.3, 1 impressions of adomain 'audible.com' with mean price 4.2, 1 impressions of adomain 'familydollar.com' with mean price 0.0, 2 impressions of adomain 'freecash.com' with mean price 0.0, 1 impressions of adomain 'textnow.com' with mean price 0.2, 1 impressions of adomain 'weather.com' with mean price 0.1; 2 sessions in app 'com.emoji.merge.makeover.diy.mixer.funny', 77 ad_requests with mean bid_floor 24.9; 1 sessions in app 'com.falcon.dm.water.cake.sort.puzzle', 102 ad_requests with mean bid_floor 49.1, 1 impressions of adomain 'onlinemediasolutions.com' with mean price 0.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.gameinsight.tribez', 1 ad_requests with mean bid_floor 7.6; 2 sessions in app 'com.gosub60.sol5', 145 ad_requests with mean bid_floor 3.3, 1 clicks of adomain 'dnamobileapps.com', 1 impressions of adomain 'dnamobileapps.com' with mean price 88.5; 2 sessions in app 'com.h8games.littlefarmstory', 45 ad_requests with mean bid_floor 67.3; 2 sessions in app 'com.hypermonkgames.HighwayOvertake', 51 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.ig.delete.one.part', 12 ad_requests with mean bid_floor 5.8; 5 sessions in app 'com.jura.coloring.page', 105 ad_requests with mean bid_floor 1.7, 1 clicks of adomain 'pinterest.com', 2 impressions of adomain 'pinterest.com' with mean price 12.4; 4 sessions in app 'com.kayac.level_up_number', 94 ad_requests with mean bid_floor 3.2, 5 impressions of adomain 'amazon.com' with mean price 0.7, 3 impressions of adomain 'amcplus.com' with mean price 0.3, 2 impressions of adomain 'experian.com' with mean price 0.2, 7 impressions of adomain 'metacoregames.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'playsimple.in' with mean price 0.0; 7 sessions in app 'com.lewan.kjv.bible', 148 ad_requests with mean bid_floor 67.1; 1 sessions in app 'com.mergedomhomedesign.game', 28 ad_requests with mean bid_floor 1.6, 1 impressions of adomain 'blackout.barcelona' with mean price 47.9; 1 sessions in app 'com.mistplay.mistplay', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 26 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.newpubco.spades', 42 ad_requests with mean bid_floor 21.4, 1 impressions of adomain 'gngonzales.com' with mean price 0.7; 1 sessions in app 'com.no1ornothing.color.water.sort.woody.puzzle', 31 ad_requests with mean bid_floor 83.7; 1 sessions in app 'com.onegame.bubblepopshooter', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.packadom.cansyummy', 105 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.playvalve.solitaire', 41 ad_requests with mean bid_floor 98.2, 1 impressions of adomain 'app.boostr.com' with mean price 0.4, 1 impressions of adomain 'hsbc.com' with mean price 0.3; 2 sessions in app 'com.playvalve.solitaire.spider', 178 ad_requests with mean bid_floor 92.6; 1 sessions in app 'com.playvalve.spades', 21 ad_requests with mean bid_floor 89.5; 1 sessions in app 'com.playvalve.watersort', 22 ad_requests with mean bid_floor 81.8; 2 sessions in app 'com.polyverse.bricks.game', 14 ad_requests with mean bid_floor 12.9; 3 sessions in app 'com.readpdf.pdfreader.pdfviewer', 12 ad_requests with mean bid_floor 37.1; 4 sessions in app 'com.realore.FarmUp', 54 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.redcell.goldandgoblins', 14 ad_requests with mean bid_floor 39.5; 1 sessions in app 'com.scream.imposter.monster.survival', 19 ad_requests with mean bid_floor 28.5; 1 sessions in app 'com.slotsjkl.vegasmno', 119 ad_requests with mean bid_floor 3.7; 2 sessions in app 'com.slottcamproakkkiob.boom', 250 ad_requests with mean bid_floor 2.4, 1 clicks of adomain 'blackout.barcelona', 2 impressions of adomain 'blackout.barcelona' with mean price 36.9; 3 sessions in app 'com.storymatrix.drama', 16 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.superbox.aos.fire2048', 15 ad_requests with mean bid_floor 1.4; 6 sessions in app 'com.supercell.hayday', 55 ad_requests with mean bid_floor 216.6; 3 sessions in app 'com.together.CrazyBus', 163 ad_requests with mean bid_floor 45.8; 1 sessions in app 'com.udonistemple.magicalmixing', 4 ad_requests with mean bid_floor 12.5; 1 sessions in app 'com.unicostudio.balltubes', 3 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.unicostudio.braintest', 7 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.uploss.health.fasting', 7 ad_requests with mean bid_floor 3.0; 1 sessions in app 'com.voicetranslator.phototranslator.translateapp', 2 ad_requests with mean bid_floor 5.9; 4 sessions in app 'com.volt.dresstoimpress', 54 ad_requests with mean bid_floor 4.0; 1 sessions in app 'com.wildspike.wormszone', 3 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.wood.nut.and.bolts.puzzle', 4 ad_requests with mean bid_floor 2.9; 12 sessions in app 'com.word.madness', 963 ad_requests with mean bid_floor 143.1, 1 clicks of adomain 'carry1st.com', 2 impressions of adomain 'carry1st.com' with mean price 26.5, 1 clicks of adomain 'mistplay.com', 1 impressions of adomain 'mistplay.com' with mean price 17.1, 1 clicks of adomain 'zedge.net', 4 impressions of adomain 'zedge.net' with mean price 24.4; 1 sessions in app 'com.wordfarm.scapes', 13 ad_requests with mean bid_floor 150.1, 1 impressions of adomain 'walgreens.com' with mean price 0.7; 2 sessions in app 'com.xgamesgroup.puzzleisland', 17 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.zm.watersort', 25 ad_requests with mean bid_floor 60.0; 2 sessions in app 'game.genix.nuts.bolts.twisted.tangle.puzzle', 12 ad_requests with mean bid_floor 20.8, 1 impressions of adomain 'safeauth.services' with mean price 16.6; 1 sessions in app 'games.match.junk', 12 ad_requests with mean bid_floor 18.0; 1 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 8.7; 4 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 3.4; 1 sessions in app 'io.supercent.linkedcubic', 21 ad_requests with mean bid_floor 10.4; 1 sessions in app 'io.voodoo.paper2', 7 ad_requests with mean bid_floor 63.6; 1 sessions in app 'net.uploss.water_app', 13 ad_requests with mean bid_floor 2.2; 3 sessions in app 'onetap.game.good.sort', 29 ad_requests with mean bid_floor 5.0; 1 sessions in app 'park.master.car.parking.games', 15 ad_requests with mean bid_floor 25.8; 13 sessions in app 'tr.com.apps.fashion.battle', 474 ad_requests with mean bid_floor 8.3, 1 impressions of adomain 'benjaminone.com' with mean price 0.1, 5 impressions of adomain 'experian.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 2 impressions of adomain 'homedepot.com' with mean price 19.8, 1 clicks of adomain 'homedepot.com', 3 impressions of adomain 'ioplus.link' with mean price 0.3, 1 impressions of adomain 'mobilityware.com' with mean price 17.3, 1 impressions of adomain 'moneywalk.app' with mean price 18.9, 1 clicks of adomain 'my.games', 3 impressions of adomain 'my.games' with mean price 27.1, 2 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 28.8, 1 clicks of adomain 'playstudios.com', 1 impressions of adomain 'playstudios.com' with mean price 19.6, 3 impressions of adomain 'regalcardplay.com' with mean price 26.7, 2 clicks of adomain 'regalcardplay.com', 3 clicks of adomain 'trailmixgames.com', 7 impressions of adomain 'trailmixgames.com' with mean price 25.5, 3 clicks of adomain 'zedge.net', 6 impressions of adomain 'zedge.net' with mean price 22.4; 3 sessions in app 'trivia.quiz.trivia.star.millionaire.word.question.offine.game.free', 19 ad_requests with mean bid_floor 45.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 11:10:26;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.chaos.infusion.battle/True/185';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.260029305314994;partition is 300;segments is ['com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_100k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V6_100k' 'com.redcell.goldandgoblins_Android_CPA(prog4)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'bloom_com.playvalve.spades_USA_80' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog2)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_install_abdoul_100k_07_18_2024' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_install_abdoul_100k_07_18_2024' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'c41dc13b-897e-42ef-b90c-1afe4a0cc0d4;'uuid is '3111c24a-5b31-4809-b8dc-73e830c9b929';bid_timestamp is '2025-01-01 1:11:52';device_id is 'c41dc13b-897e-42ef-b90c-1afe4a0cc0d4';biddate is '2025-01-01';country is 'USA';app is 'com.blackout.gin';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 13.291253009811;target_cpi is 2.5;campaign is 57717;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 67.84;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 17 ;time_since_impression is 272648 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.89;prior_theme_impressions_count is 17;prior_tag_clicks_count is 10 ;time_since_click is '272621';hour is '2025-01-01 01:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 216 ad_requests with mean bid_floor 17.1, 1 impressions of adomain 'amazon.com' with mean price 0.5, 4 impressions of adomain 'roguenicotine.com' with mean price 0.6; 5 sessions in app 'com.blackout.gin', 298 ad_requests with mean bid_floor 6.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 3 impressions of adomain 'mobilityware.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.blackout.spades', 70 ad_requests with mean bid_floor 31.4; 2 sessions in app 'com.block.juggle', 13 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.breakingnewsbrief.app', 1 ad_requests with mean bid_floor 7.1; 18 sessions in app 'com.easybrain.jigsaw.puzzles', 5190 ad_requests with mean bid_floor 10.2, 2 impressions of adomain '24hourfitness.com' with mean price 0.4, 1 impressions of adomain 'abbottnutrition.com' with mean price 0.9, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'alignprobiotics.com' with mean price 4.4, 25 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'arrive800penn.com' with mean price 0.4, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.1, 4 impressions of adomain 'aspercreme.com' with mean price 0.3, 4 impressions of adomain 'att.com' with mean price 2.5, 3 clicks of adomain 'axsome.com', 7 impressions of adomain 'axsome.com' with mean price 5.1, 1 impressions of adomain 'beiersdorf.com' with mean price 0.6, 1 impressions of adomain 'bgfoods.com' with mean price 0.5, 6 impressions of adomain 'bk.com' with mean price 0.1, 1 clicks of adomain 'bounty.com', 2 impressions of adomain 'bounty.com' with mean price 5.0, 2 impressions of adomain 'canvas.org' with mean price 1.5, 1 impressions of adomain 'chop.edu' with mean price 3.3, 3 impressions of adomain 'coca-cola.com' with mean price 1.5, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 1 impressions of adomain 'colgate.com' with mean price 0.2, 1 impressions of adomain 'cuisinart.com' with mean price 0.1, 1 impressions of adomain 'denverartmuseum.org' with mean price 0.7, 2 impressions of adomain 'direxioninvestments.com' with mean price 3.0, 9 impressions of adomain 'ducks.org' with mean price 0.2, 1 impressions of adomain 'exploreminnesota.com' with mean price 4.7, 1 clicks of adomain 'exploreminnesota.com', 23 impressions of adomain 'geico.com' with mean price 3.0, 1 clicks of adomain 'geico.com', 2 impressions of adomain 'gillette.com' with mean price 2.1, 1 impressions of adomain 'giveitlove.com' with mean price 0.0, 8 impressions of adomain 'goldbond.com' with mean price 0.4, 2 impressions of adomain 'goodfoods.com' with mean price 0.1, 3 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'google.com' with mean price 0.1, 2 impressions of adomain 'greenmountaincoffee.com' with mean price 0.0, 15 impressions of adomain 'haleon.com' with mean price 0.0, 2 impressions of adomain 'hizentra.com' with mean price 0.2, 1 impressions of adomain 'huggies.com' with mean price 0.2, 22 impressions of adomain 'huntington.com' with mean price 0.6, 1 impressions of adomain 'intermountainhealthcare.org' with mean price 0.7, 3 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'investor.vanguard.com' with mean price 0.4, 2 impressions of adomain 'jazzpharma.com' with mean price 0.3, 2 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'lernerandrowe.com' with mean price 1.4, 2 impressions of adomain 'libtayo.com' with mean price 0.2, 1 impressions of adomain 'logitech.com' with mean price 0.1, 2 impressions of adomain 'madrigalpharma.com' with mean price 1.4, 1 impressions of adomain 'mazdausa.com' with mean price 0.7, 1 impressions of adomain 'metamucil.com' with mean price 4.5, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'moneytreeinc.com' with mean price 1.2, 1 impressions of adomain 'nyxcosmetics.com' with mean price 0.0, 1 impressions of adomain 'olay.com' with mean price 0.7, 1 impressions of adomain 'oldspice.com' with mean price 0.6, 1 impressions of adomain 'opvee.com' with mean price 0.2, 3 impressions of adomain 'pandaexpress.com' with mean price 0.2, 3 impressions of adomain 'paramountplus.com' with mean price 0.4, 8 impressions of adomain 'paypal.com' with mean price 0.6, 1 impressions of adomain 'pedialyte.com' with mean price 1.2, 6 impressions of adomain 'popeyes.com' with mean price 0.1, 4 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'puffs.com' with mean price 4.1, 1 impressions of adomain 'pull-ups.com' with mean price 0.3, 1 impressions of adomain 'purosound.com' with mean price 0.1, 95 impressions of adomain 'samsung.com' with mean price 0.1, 3 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sephora.com' with mean price 0.2, 4 impressions of adomain 'sfdbrands.com' with mean price 6.7, 4 impressions of adomain 'starbucks.com' with mean price 0.1, 5 impressions of adomain 'stellaartois.com' with mean price 1.0, 19 impressions of adomain 'subaru.com' with mean price 0.3, 5 impressions of adomain 'surveymonkey.com' with mean price 0.2, 3 impressions of adomain 'target.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'thefountainsgj.org' with mean price 0.1, 8 impressions of adomain 'verizon.com' with mean price 0.3, 15 impressions of adomain 'verizonwireless.com' with mean price 0.4, 1 clicks of adomain 'vicks.com', 8 impressions of adomain 'vicks.com' with mean price 1.8, 2 impressions of adomain 'walmart.com' with mean price 0.2, 5 impressions of adomain 'xyzal.com' with mean price 0.3; 1 sessions in app 'com.fiogonia.gin', 2 ad_requests with mean bid_floor 2.1; 4 sessions in app 'com.fiogonia.hearts', 328 ad_requests with mean bid_floor 21.5; 2 sessions in app 'com.fiogonia.spades', 54 ad_requests with mean bid_floor 36.6; 1 sessions in app 'com.mobilityware.BubbleShooter', 30 ad_requests with mean bid_floor 8.8; 24 sessions in app 'com.mobilityware.PyramidFree', 945 ad_requests with mean bid_floor 13.4, 1 impressions of adomain 'amazinglashstudio.com' with mean price 0.6, 1 impressions of adomain 'bellco.org' with mean price 0.6, 1 impressions of adomain 'fiverr.com' with mean price 3.5, 5 impressions of adomain 'huntington.com' with mean price 1.1, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 2.6, 7 impressions of adomain 'roguenicotine.com' with mean price 0.8; 3 sessions in app 'com.mobilityware.Spades', 245 ad_requests with mean bid_floor 11.9, 1 impressions of adomain 'fiverr.com' with mean price 3.2; 1 sessions in app 'com.soulcompany.bubbleshooter.relaxing', 6 ad_requests with mean bid_floor 12.8; 2 sessions in app 'com.tripledot.woodoku', 101 ad_requests with mean bid_floor 22.2, 1 impressions of adomain 'geico.com' with mean price 0.9, 2 impressions of adomain 'salesforce.com' with mean price 0.4; 2 sessions in app 'com.vitastudio.mahjong', 68 ad_requests with mean bid_floor 49.9, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 4 sessions in app 'mahjongsolitaire.mahjong.solitaire.free.offline.game', 54 ad_requests with mean bid_floor 4.0, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'legacyapartmentsindovemountain.com' with mean price 0.7; 2 sessions in app 'od_13335', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'radio.usa', 5 ad_requests with mean bid_floor 16.2; 4 sessions in app 'spider.classic.solitaire.card.pgmaker', 160 ad_requests with mean bid_floor 22.8, 6 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'zyrtec.com' with mean price 0.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 75;channel is 'USA/I/bidmachine/com.blackout.gin/False/247';time_since_click_in_hours is 76;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.536506936712085;partition is 300;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2e628f01-a756-43e7-8ee7-d174d4acff13;'uuid is '7c17f873-87aa-4eb6-8edb-b21c207e1be2';bid_timestamp is '2025-01-21 19:25:20';device_id is '2e628f01-a756-43e7-8ee7-d174d4acff13';biddate is '2025-01-21';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 58.1086473738988;target_cpi is 3.73959305935228;campaign is 57882;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 3.1906 ;min_floor is 3.1906 ;bidmachine_placement_value is 50.88;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 20 ;time_since_impression is 35138857 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.97;prior_theme_impressions_count is 20;prior_tag_clicks_count is 4 ;time_since_click is '39358039';hour is '2025-01-21 19:00:00+00:00';day_of_week is '1';os_version is 12;user_behavior_stats_in_past is '2 sessions in app 'com.auxbrain.egginc', 5 ad_requests with mean bid_floor 0.0; 16 sessions in app 'com.blackout.spades', 931 ad_requests with mean bid_floor 35.7, 31 impressions of adomain 'lafontainenissantroy.com' with mean price 0.8, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.3, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 58.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.7; 11 sessions in app 'com.fiogonia.gin', 66 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.mobilityware.CastleSolitaire', 17 ad_requests with mean bid_floor 11.6; 1 sessions in app 'com.newpubco.spades', 53 ad_requests with mean bid_floor 12.0, 1 clicks of adomain 'espnbet.com', 1 impressions of adomain 'espnbet.com' with mean price 27.6, 1 impressions of adomain 'oldspice.com' with mean price 0.4, 2 impressions of adomain 'pfizer.com' with mean price 1.1; 2 sessions in app 'jigsaw.puzzle.game.banana', 2 ad_requests with mean bid_floor 14.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-21 19:30:06;time_since_impression_in_hours is 9760;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 10933;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.667557587087924;partition is 3559;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'bm_clickers_newpubco_klondikesolitaire_similar_apps_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'bm_clickers_on_casino_newpubco_klondikesolitaire_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_100k_21_12_2024' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.block.juggle_Android_CPI_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'df153f53-fc2a-4061-8cfb-01b4fa1691c5;'uuid is 'a6f052df-ff19-4b47-8faf-d4fe4676809f';bid_timestamp is '2025-01-03 1:21:36';device_id is 'df153f53-fc2a-4061-8cfb-01b4fa1691c5';biddate is '2025-01-03';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 12.2915900190908;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 11.32905;third_party_bid_price is ;prior_tag_impressions_count is 23 ;time_since_impression is 76114 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.56999999999999;prior_theme_impressions_count is 23;prior_tag_clicks_count is 13 ;time_since_click is '76350';hour is '2025-01-03 01:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.agedstudio.bible.trivia.knowledge', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.chippymediallc.word.nut.android', 7 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.dbffreebie.webview', 25 ad_requests with mean bid_floor 11.5; 2 sessions in app 'com.download.manager.xtreme', 6 ad_requests with mean bid_floor 6.2; 4 sessions in app 'com.fivebits.customerservice3d', 219 ad_requests with mean bid_floor 12.5; 3 sessions in app 'com.fugo.wowsearch', 70 ad_requests with mean bid_floor 20.3; 1 sessions in app 'com.gameSky.stickManZh', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.inspiredsquare.jupiter', 434 ad_requests with mean bid_floor 8.5, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'xifaxan.com' with mean price 0.3; 82 sessions in app 'com.snapqr.scanmaster.qrcode', 2807 ad_requests with mean bid_floor 2.9; 29 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3609 ad_requests with mean bid_floor 14.9, 3 impressions of adomain 'creditkarma.com' with mean price 9.5, 1 impressions of adomain 'paramountplus.com' with mean price 1.0; 1 sessions in app 'com.trace.ar.drawing', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.tripledot.blackjack', 135 ad_requests with mean bid_floor 77.8, 1 impressions of adomain 'creditkarma.com' with mean price 12.6; 1 sessions in app 'com.vitastudio.mahjong', 13 ad_requests with mean bid_floor 10.3, 3 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'dupixent.com' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'xifaxan.com' with mean price 1.1; 1 sessions in app 'com.vottzapps.wordle', 1 ad_requests with mean bid_floor 10.7; 3 sessions in app 'com.yk.stack.hit', 142 ad_requests with mean bid_floor 14.6; 4 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 22.6; 1 sessions in app 'loppipoppi.dominoes', 26 ad_requests with mean bid_floor 15.2, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'chumbacasino.com' with mean price 0.3, 1 impressions of adomain 'healthapplines.com' with mean price 5.2, 1 impressions of adomain 'subaru.com' with mean price 0.3, 1 impressions of adomain 'vaynermedia.com' with mean price 0.4; 2 sessions in app 'myrecorder.voicerecorder.voicememos.audiorecorder.recordingapp', 16 ad_requests with mean bid_floor 19.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 1:26:17;time_since_impression_in_hours is 21;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 21;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.452960675240837;partition is 3559;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'bc09fccf-6941-49d6-8496-0bd51be5c993;'uuid is 'b36d887c-65ac-480d-a60c-5cb750bee022';bid_timestamp is '2024-12-20 23:27:35';device_id is 'bc09fccf-6941-49d6-8496-0bd51be5c993';biddate is '2024-12-20';country is 'USA';app is 'com.blackout.gin';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 20.3618086127077;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 38.16;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 33 ;time_since_impression is 111259 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 7.39;prior_theme_impressions_count is 33;prior_tag_clicks_count is 13 ;time_since_click is '111255';hour is '2024-12-20 23:00:00+00:00';day_of_week is '4';os_version is 11;user_behavior_stats_in_past is '42 sessions in app 'com.blackout.gin', 3543 ad_requests with mean bid_floor 5.5, 1 clicks of adomain '1000bulbs.com', 1 impressions of adomain '1000bulbs.com' with mean price 5.1, 11 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'cgcollective.org' with mean price 1.4, 1 impressions of adomain 'jared.com' with mean price 0.8, 1 impressions of adomain 'kay.com' with mean price 0.9, 2 impressions of adomain 'sling.com' with mean price 0.4, 1 impressions of adomain 'starz.com' with mean price 0.5; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 6 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.intensedev.classicsolitaire.gp', 30 ad_requests with mean bid_floor 71.4; 23 sessions in app 'com.mobilityware.GinRummySolitaire', 2025 ad_requests with mean bid_floor 14.7, 1 clicks of adomain 'bibliaconsigo.com', 1 impressions of adomain 'bibliaconsigo.com' with mean price 2.8, 2 impressions of adomain 'experian.com' with mean price 0.1, 1 impressions of adomain 'flexfits.com' with mean price 0.5, 1 clicks of adomain 'metabolicmaintenance.com', 3 impressions of adomain 'metabolicmaintenance.com' with mean price 2.5, 1 impressions of adomain 'mobilityware.com%20' with mean price 10.0, 1 clicks of adomain 'omgsweeps.info', 1 impressions of adomain 'omgsweeps.info' with mean price 1.4, 2 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'tiktok.com' with mean price 1.8, 1 clicks of adomain 'tubitv.com', 2 impressions of adomain 'tubitv.com' with mean price 3.7, 1 impressions of adomain 'whirlpool.com' with mean price 0.3; 1 sessions in app 'com.otsbet.app', 3 ad_requests with mean bid_floor 0.1; 3 sessions in app 'com.solitaire.patience.klondike', 21 ad_requests with mean bid_floor 2.2, 1 impressions of adomain 'sinaichicago.org' with mean price 0.9; 18 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 708 ad_requests with mean bid_floor 10.7, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.8, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 9.0; 1 sessions in app 'com.wildcard.classicspades', 8 ad_requests with mean bid_floor 3.4, 3 impressions of adomain 'energizer.com' with mean price 0.6, 1 impressions of adomain 'justformen.com' with mean price 1.3; 4 sessions in app 'com.wildcard.spadespop', 36 ad_requests with mean bid_floor 10.3; 1 sessions in app 'daily.number.match.free.puzzle', 7 ad_requests with mean bid_floor 15.6; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 37.8; 4 sessions in app 'solitaire.collection.klondike.card.games.free.game', 32 ad_requests with mean bid_floor 1.0, 1 impressions of adomain 'ubykotex.com' with mean price 1.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45653.7253819444;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-21 0:27:02;time_since_impression_in_hours is 30;channel is 'USA/I/bidmachine/com.blackout.gin/False/247';time_since_click_in_hours is 31;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.136974488393563;partition is 3559;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2b1fb81b-a1c9-4bb4-b954-94454777486e;'uuid is '2bbe871e-2989-4292-b388-3c8a3d4de605';bid_timestamp is '2025-02-08 1:11:23';device_id is '2b1fb81b-a1c9-4bb4-b954-94454777486e';biddate is '2025-02-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 63.4293191461444;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 42.4;placement_historical_value is 42.603121;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 13904213 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 2.48;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '26036393';hour is '2025-02-08 01:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.LoopGames.Domino', 193 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.bigcake.android.dicemerge', 36 ad_requests with mean bid_floor 9.5; 10 sessions in app 'com.blackout.spades', 627 ad_requests with mean bid_floor 29.5, 1 impressions of adomain 'att.com' with mean price 1.0, 1 impressions of adomain 'neutrogena.com' with mean price 1.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 63.4, 3 impressions of adomain 'papayagaming.com' with mean price 1.2, 1 impressions of adomain 'samsung.com' with mean price 1.3, 2 impressions of adomain 'temu.com' with mean price 67.1, 2 impressions of adomain 'tiktok.com' with mean price 2.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 6.9; 2 sessions in app 'com.ig.wood.nuts.bolts.puzzle', 23 ad_requests with mean bid_floor 29.7, 22 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'aveeno.com' with mean price 0.3, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.6, 2 impressions of adomain 'bulova.com' with mean price 0.3, 4 impressions of adomain 'churchdwight.com' with mean price 0.4, 1 impressions of adomain 'claritin.com' with mean price 0.3, 1 impressions of adomain 'cleanandclear.com' with mean price 0.4, 2 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'coca-cola.com' with mean price 0.4, 1 impressions of adomain 'controlweedsnotfarming.com' with mean price 0.5, 1 impressions of adomain 'covergirl.com' with mean price 0.4, 5 impressions of adomain 'duracell.com' with mean price 0.4, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 6 impressions of adomain 'galderma.com' with mean price 0.4, 6 impressions of adomain 'google.com' with mean price 0.3, 3 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 3 impressions of adomain 'honest.com' with mean price 0.3, 4 impressions of adomain 'neutrogena.com' with mean price 0.5, 1 impressions of adomain 'niveausa.com' with mean price 0.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.7, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.4, 6 impressions of adomain 'papayagaming.com' with mean price 0.8, 1 impressions of adomain 'resideo.com' with mean price 0.5, 1 impressions of adomain 'sleepnumber.com' with mean price 0.4, 1 impressions of adomain 'tylenol.com' with mean price 0.3, 3 impressions of adomain 'verizon.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3, 2 impressions of adomain 'youtube.com' with mean price 0.4; 2 sessions in app 'com.neapxnlhwk.woodnuts', 36 ad_requests with mean bid_floor 7.1, 1 impressions of adomain 'boostmobile.com' with mean price 0.7, 2 impressions of adomain 'google.com' with mean price 1.8, 1 impressions of adomain 'papayagaming.com' with mean price 1.4, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'youtube.com' with mean price 0.3; 1 sessions in app 'com.newpubco.spades', 13 ad_requests with mean bid_floor 24.6; 15 sessions in app 'com.papaya.bubblecash', 19 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.playvalve.ballsort', 12 ad_requests with mean bid_floor 18.8; 1 sessions in app 'com.yatzy.classic.dice.duel.game', 8 ad_requests with mean bid_floor 14.3; 2 sessions in app 'in.playsimple.tripcross', 5 ad_requests with mean bid_floor 13.7; 3 sessions in app 'in.playsimple.wordtrip', 16 ad_requests with mean bid_floor 13.8; 2 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 55 ad_requests with mean bid_floor 6.7, 5 impressions of adomain 'adidas.com' with mean price 0.1, 6 impressions of adomain 'amazon.com' with mean price 0.5, 5 impressions of adomain 'bubble-cash.com' with mean price 0.4, 1 impressions of adomain 'gap.com' with mean price 0.3, 2 impressions of adomain 'methodproducts.com' with mean price 0.7, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 2 impressions of adomain 'papayagaming.com' with mean price 63.6, 1 impressions of adomain 'textnow.com' with mean price 0.1; 1 sessions in app 'wood.block.crush.adventure.puzzle.games', 4 ad_requests with mean bid_floor 2.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 1:17:27;time_since_impression_in_hours is 3862;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 7232;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.297390295697592;partition is 1299;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'de.empfohlen_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_100k' 'com.partyup.blockjam_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'com.partyup.blockjam_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_500k' 'com.scopely.monopolygo_Android_CPI_social_casino_install_abdoul_500k_01_14_2024' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'de.empfohlen_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_New_100k_11_10_2024' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP_5_AG_100k_01_31_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_62k_01_02_2025' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_IMP_HIGH_PRICE_AG_100k_01_31_2025' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '98879d9f-b64a-46ec-a003-b79aca357578;'uuid is '0b4ff643-0cbb-416f-b8f7-0f9d5f998177';bid_timestamp is '2025-01-28 15:15:28';device_id is '98879d9f-b64a-46ec-a003-b79aca357578';biddate is '2025-01-28';country is 'USA';app is 'com.un2.unlockring3dpuzzle';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 12.4637380350016;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 959 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';bid_floor is 7.9606 ;min_floor is 7.9606 ;bidmachine_placement_value is 11.074627;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 15:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.newpubco.spades', 12 ad_requests with mean bid_floor 11.0; 2 sessions in app 'com.un2.unlockring3dpuzzle', 67 ad_requests with mean bid_floor 8.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-28 15:22:40;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.un2.unlockring3dpuzzle/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.613010198699982;partition is 3769;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'e792e7e7-1511-4e4e-8943-83e5a2e9123d;'uuid is '38bc20da-953b-4b50-ae5b-919e7351b87e';bid_timestamp is '2024-12-29 17:21:43';device_id is 'e792e7e7-1511-4e4e-8943-83e5a2e9123d';biddate is '2024-12-29';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 2.76801532194023;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 41 ;time_since_impression is 76921 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.32;prior_theme_impressions_count is 41;prior_tag_clicks_count is 13 ;time_since_click is '76907';hour is '2024-12-29 17:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.bluecat.disintegrator', 309 ad_requests with mean bid_floor 12.8; 2 sessions in app 'com.iasgd.sugt.feedtiger', 373 ad_requests with mean bid_floor 13.3; 2 sessions in app 'com.sg.twisted.tangle3d.ropes.untie.untangle.knot', 27 ad_requests with mean bid_floor 43.1; 171 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 8531 ad_requests with mean bid_floor 16.9; 4 sessions in app 'id.indologam.climb.high.master', 185 ad_requests with mean bid_floor 6.0; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 16.7; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 27.4; 1 sessions in app 'kjv.bible.kingjamesbible', 7 ad_requests with mean bid_floor 0.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 21;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 21;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.391282482062772;partition is 3769;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '779c1084-94b0-4d5f-b416-dd45f92d3e8b;'uuid is '15538fc3-df71-495c-900f-86be4e7fd242';bid_timestamp is '2024-12-24 20:40:52';device_id is '779c1084-94b0-4d5f-b416-dd45f92d3e8b';biddate is '2024-12-24';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 34.6511419862508;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 1.077966;placement_historical_value is 29.835469;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 369420 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.15;prior_theme_impressions_count is 11;prior_tag_clicks_count is 2 ;time_since_click is '31624291';hour is '2024-12-24 20:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.EG.FruitMerge', 82 ad_requests with mean bid_floor 19.5; 2 sessions in app 'com.EudokiaGames.TitanBattles', 92 ad_requests with mean bid_floor 18.1; 7 sessions in app 'com.asile.circuitwar', 703 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.bpmobile.iscanner.free', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.daily.sunster.baught', 3 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.gamovation.chessclubpilot', 18 ad_requests with mean bid_floor 18.2; 298 sessions in app 'com.metropcs.metrozone', 1552 ad_requests with mean bid_floor 94.4; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.playvalve.solitaire', 2 ad_requests with mean bid_floor 5.6; 63 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1822 ad_requests with mean bid_floor 13.4, 42 impressions of adomain 'creditkarma.com' with mean price 39.0, 1 impressions of adomain 'tech.pokergaga.net' with mean price 8.5; 2 sessions in app 'com.sports.eightball.pool.rival', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'net.peakgames.bidwhist', 6 ad_requests with mean bid_floor 0.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-25 1:18:42;time_since_impression_in_hours is 102;channel is 'USA/V/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 8785;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.40273498695545;partition is 1294;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.block.juggle_Android_CPI_abdoul_V4_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(loop_ipu50)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_500k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(loop_ipu50)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'a26fdcc2-75b9-45f7-befa-60e50d174185;'uuid is '8315f0ae-c570-431d-80d0-bfd22444b7fb';bid_timestamp is '2025-01-16 22:29:51';device_id is 'a26fdcc2-75b9-45f7-befa-60e50d174185';biddate is '2025-01-16';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 37.2354265463894;target_cpi is 1.27171671684243;campaign is 57945;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 26.5;placement_historical_value is 39.668001;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 1162043 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.43;prior_theme_impressions_count is 5;prior_tag_clicks_count is 4 ;time_since_click is '1162041';hour is '2025-01-16 22:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'co.aviagames.mtp.billiards.samsung', 3 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.bhe.tiles', 2 ad_requests with mean bid_floor 62.6; 1 sessions in app 'com.bingo.zoom.ballgame', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.exoticmatch.game', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.funtomic.matchmasters', 2 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.generated.standards.safe', 1 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.littleengine.wordpal', 342 ad_requests with mean bid_floor 1.4, 5 impressions of adomain 'almedia.co' with mean price 0.0, 9 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'cad.cdjakit.com' with mean price 0.1, 2 impressions of adomain 'costco.com' with mean price 0.0, 5 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'gnc.com' with mean price 0.3, 1 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'papayagaming.com' with mean price 0.1, 1 impressions of adomain 'proof-advertising.com' with mean price 0.1, 7 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'superplay.co' with mean price 0.0, 2 impressions of adomain 'temu.com' with mean price 0.5, 1 impressions of adomain 'uber.com' with mean price 0.0, 1 impressions of adomain 'www.learnings.ai' with mean price 0.0, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.0; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 24 ad_requests with mean bid_floor 10.4; 8 sessions in app 'com.newpubco.spades', 149 ad_requests with mean bid_floor 21.2, 3 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'bankwithsouthern.com' with mean price 2.3, 1 impressions of adomain 'goodnes.com' with mean price 1.1, 1 impressions of adomain 'hrblock.com' with mean price 0.8, 2 impressions of adomain 'izervay.com' with mean price 2.0, 1 impressions of adomain 'jorisson.com' with mean price 1.3, 2 impressions of adomain 'kcscholars.org' with mean price 1.1, 1 impressions of adomain 'kitchenaid.com' with mean price 1.3, 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 1.3, 1 impressions of adomain 'libertymutual.com' with mean price 0.5, 1 clicks of adomain 'newpub.co/hearts', 1 impressions of adomain 'newpub.co/hearts' with mean price 49.3, 2 impressions of adomain 'paxlovid.com' with mean price 1.3, 1 impressions of adomain 'paypal.com' with mean price 0.8, 1 impressions of adomain 'spectrum.com' with mean price 1.4, 1 impressions of adomain 'swishersweets.com' with mean price 2.0; 1 sessions in app 'com.playvalve.dominoes', 17 ad_requests with mean bid_floor 94.7; 1 sessions in app 'com.playvalve.solitaire', 30 ad_requests with mean bid_floor 29.5, 1 impressions of adomain 'amazon.com' with mean price 0.8; 20 sessions in app 'com.playvalve.spades', 1568 ad_requests with mean bid_floor 116.5, 19 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'hrblock.com' with mean price 0.9, 1 impressions of adomain 'izervay.com' with mean price 1.8, 1 impressions of adomain 'numerator.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.5; 1 sessions in app 'com.playvalve.wsjourney', 14 ad_requests with mean bid_floor 17.8, 1 impressions of adomain 'amazon.com' with mean price 1.2, 8 impressions of adomain 'temu.com' with mean price 1.1; 5 sessions in app 'com.playvalve.yatzy', 189 ad_requests with mean bid_floor 78.3; 1 sessions in app 'com.population.funding.tuesday', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.solitaire.duels.classicalgame', 1 ad_requests with mean bid_floor 5.2; 16 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 297 ad_requests with mean bid_floor 4.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 37.2; 2 sessions in app 'com.tangramgames.gourddoll.wordcrush', 4 ad_requests with mean bid_floor 26.7; 2 sessions in app 'com.tripledot.solitaire', 84 ad_requests with mean bid_floor 12.0, 4 impressions of adomain 'coca-cola.com' with mean price 1.1, 1 impressions of adomain 'goodnes.com' with mean price 1.3; 11 sessions in app 'in.playsimple.wordbingo', 135 ad_requests with mean bid_floor 39.9; 5 sessions in app 'kidultlovin.word.zen', 92 ad_requests with mean bid_floor 35.3, 1 impressions of adomain 'basf.com' with mean price 0.4, 1 impressions of adomain 'hrblock.com' with mean price 1.3, 1 impressions of adomain 'operationsmile.org' with mean price 0.5; 1 sessions in app 'ru.skillcap.dominoes', 11 ad_requests with mean bid_floor 33.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-16 22:37:02;0_timestamp is 2025-01-16 22:37:02;time_since_impression_in_hours is 322;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 323;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.984969528185622;partition is 3714;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'com.block.juggle_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.dekovir.wordrift_Android_CPI_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.dekovir.wordrift_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_100k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_20)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.aaaudi.justblock_retargeting_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.dekovir.wordrift_Android_CPA(1776)_abdoul_V3_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.biblecode_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V3_500k' 'loppipoppi.numbermatch_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_100k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_100k' 'com.block.juggle_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V3_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'dc51683c-1744-47db-b65e-2035e02e0de7;'uuid is '5e842b40-fb46-42bf-b95d-68fd253d8c52';bid_timestamp is '2025-01-17 6:14:56';device_id is 'dc51683c-1744-47db-b65e-2035e02e0de7';biddate is '2025-01-17';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 56.7381377122521;target_cpi is 2.78222843018708;campaign is 57882;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 175669 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.73;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '175662';hour is '2025-01-17 06:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.D13d.car.crazy.drive.in.city', 1 ad_requests with mean bid_floor 37.2; 1 sessions in app 'com.americasbestpics', 1 ad_requests with mean bid_floor 0.0; 14 sessions in app 'com.blackout.spades', 863 ad_requests with mean bid_floor 45.1, 1 clicks of adomain 'newpub.co/hearts', 1 impressions of adomain 'newpub.co/hearts' with mean price 14.1, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 68.3, 1 impressions of adomain 'offerhives.com' with mean price 0.7; 1 sessions in app 'com.boombitgames.Dartsy', 110 ad_requests with mean bid_floor 236.9; 18 sessions in app 'com.miniclip.eightballpool', 178 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.newpubco.spades', 13 ad_requests with mean bid_floor 16.6; 1 sessions in app 'com.peoplefun.wordcross', 6 ad_requests with mean bid_floor 5.0; 2 sessions in app 'reel.reelsage.sage', 6 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-17 6:17:19;time_since_impression_in_hours is 48;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 49;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.325581931435456;partition is 685;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b40f3fe3-b685-405e-9372-f9f226ff019a;'uuid is '5bad4f9a-b5f2-42e1-ac6d-83cdd213e7a0';bid_timestamp is '2025-01-03 14:17:23';device_id is 'b40f3fe3-b685-405e-9372-f9f226ff019a';biddate is '2025-01-03';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 29.355446243498;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.416667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 82 ;time_since_impression is 34332 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.5;prior_theme_impressions_count is 82;prior_tag_clicks_count is 15 ;time_since_click is '34319';hour is '2025-01-03 14:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior_stats_in_past is '17 sessions in app 'com.LoopGames.Domino', 1643 ad_requests with mean bid_floor 5.8, 2 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 5 impressions of adomain 'shoppersvoice.com' with mean price 0.8, 3 impressions of adomain 'walgreens.com' with mean price 0.7; 3 sessions in app 'com.blackout.backgammon', 21 ad_requests with mean bid_floor 8.9; 1 sessions in app 'com.boostypro.android', 15 ad_requests with mean bid_floor 0.1; 12 sessions in app 'com.fiogonia.spades', 407 ad_requests with mean bid_floor 42.7; 1 sessions in app 'com.gamovation.chessclubpilot', 10 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 5.9; 3 sessions in app 'com.instabridge.android', 19 ad_requests with mean bid_floor 57.0; 13 sessions in app 'com.intensedev.biblesolitaire.gp', 351 ad_requests with mean bid_floor 28.5; 1 sessions in app 'com.kamagames.pokerist', 1 ad_requests with mean bid_floor 5.2; 9 sessions in app 'com.kidultlovin.royalsolitaire', 56 ad_requests with mean bid_floor 27.2; 83 sessions in app 'com.liotek.lannbible', 296 ad_requests with mean bid_floor 184.5; 4 sessions in app 'com.metajoy.offlinedominoes', 147 ad_requests with mean bid_floor 12.1, 6 impressions of adomain 'amazon.com' with mean price 0.9, 2 impressions of adomain 'drreddys.com' with mean price 7.1; 34 sessions in app 'com.mobilityware.CastleSolitaire', 1354 ad_requests with mean bid_floor 8.7, 1 impressions of adomain 'att.com' with mean price 11.2, 1 impressions of adomain 'chumbacasino.com' with mean price 0.1, 5 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 2 impressions of adomain 'gmc.com' with mean price 0.1, 1 impressions of adomain 'henkel-northamerica.com' with mean price 1.7, 2 impressions of adomain 'hillsdale.edu' with mean price 0.3, 1 impressions of adomain 'kroger.com' with mean price 1.1, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 3 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'merckconnect.com' with mean price 0.1, 1 impressions of adomain 'pbr.com' with mean price 0.1, 1 impressions of adomain 'pepcid.com' with mean price 1.8, 1 impressions of adomain 'pepsi.com' with mean price 0.1, 3 impressions of adomain 'pfizer.com' with mean price 0.9, 1 impressions of adomain 'platopettreats.com' with mean price 0.3, 5 impressions of adomain 'pluto.tv' with mean price 2.0, 1 impressions of adomain 'prilosecotc.com' with mean price 0.6, 1 impressions of adomain 'russellstover.com' with mean price 0.8, 1 impressions of adomain 'samsung.com' with mean price 1.7, 2 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'smuckers.com' with mean price 0.1, 2 impressions of adomain 'springfield-armory.com' with mean price 1.0, 2 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'tiktok.com' with mean price 2.8, 33 impressions of adomain 'verizon.com' with mean price 0.5, 1 impressions of adomain 'vicks.com' with mean price 1.5, 2 impressions of adomain 'walgreens.com' with mean price 0.8, 2 impressions of adomain 'weather.com' with mean price 0.1, 6 impressions of adomain 'whatisshingles.com' with mean price 0.1; 5 sessions in app 'com.mobilityware.CrownSolitaire', 137 ad_requests with mean bid_floor 10.8, 1 clicks of adomain 'verizon.com', 6 impressions of adomain 'verizon.com' with mean price 0.9, 1 impressions of adomain 'vicks.com' with mean price 0.6; 3 sessions in app 'com.murka.blackjack.cards21', 15 ad_requests with mean bid_floor 14.7; 8 sessions in app 'com.newpubco.spades', 201 ad_requests with mean bid_floor 10.1, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'dairyqueen.com' with mean price 0.6, 1 impressions of adomain 'danone.com' with mean price 0.5, 5 impressions of adomain 'drreddys.com' with mean price 2.1, 3 impressions of adomain 'eaze.com' with mean price 1.0, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.9, 1 impressions of adomain 'icangotocollege.com' with mean price 1.4, 1 impressions of adomain 'izervay.com' with mean price 0.4, 1 impressions of adomain 'pfizer.com' with mean price 1.6, 3 impressions of adomain 'pmi.com' with mean price 0.7, 4 impressions of adomain 'sacvax.com' with mean price 1.1, 2 clicks of adomain 'samsung.com', 5 impressions of adomain 'samsung.com' with mean price 0.8, 3 impressions of adomain 'springfield-armory.com' with mean price 1.0, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 2 sessions in app 'com.peoplefun.wordcross', 20 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.pieyel.scrabble', 1 ad_requests with mean bid_floor 3.6; 3 sessions in app 'com.pinout.tapawaymaster', 78 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.rikkigames.solsuite', 49 ad_requests with mean bid_floor 100.1; 97 sessions in app 'com.saintel.labible', 240 ad_requests with mean bid_floor 20.7; 23 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 662 ad_requests with mean bid_floor 14.5; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 1.8; 4 sessions in app 'com.tripledot.spades', 41 ad_requests with mean bid_floor 17.5, 1 impressions of adomain 'budlight.com' with mean price 0.5, 1 impressions of adomain 'hulu.com' with mean price 0.8, 1 impressions of adomain 'pfizer.com' with mean price 0.8, 1 impressions of adomain 'springfield-armory.com' with mean price 0.9, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 10.3; 3 sessions in app 'com.wonderpeople.megahitpoker.global', 13 ad_requests with mean bid_floor 98.8; 2 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 18.6; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 11.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 14:22:24;time_since_impression_in_hours is 9;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 10;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.770809841315276;partition is 1400;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '58c3a4de-6d6a-41a5-a805-3c72183dbd5e;'uuid is '87a491c3-c9c2-45b4-94fc-357156e80017';bid_timestamp is '2024-12-26 10:11:35';device_id is '58c3a4de-6d6a-41a5-a805-3c72183dbd5e';biddate is '2024-12-26';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 19.2060731317887;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 24022 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.98;prior_theme_impressions_count is 1;prior_tag_clicks_count is 2 ;time_since_click is '24008';hour is '2024-12-26 10:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'app.feelsy', 4 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.Cybernate.SlapstickFighter', 2 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.Polystation.BuildABabe', 7 ad_requests with mean bid_floor 1.5; 2 sessions in app 'com.aifusion.animal.aimix', 4 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.aigc.ushow.ichat', 6 ad_requests with mean bid_floor 10.6; 1 sessions in app 'com.anilymepro.ani', 7 ad_requests with mean bid_floor 2.2; 3 sessions in app 'com.bonnie.trafficescape', 31 ad_requests with mean bid_floor 1.3, 1 impressions of adomain 'amazon.com' with mean price 0.2, 4 impressions of adomain 'discovery.com' with mean price 0.3, 5 impressions of adomain 'xifaxan.com' with mean price 2.3; 1 sessions in app 'com.bravestars.dressup.diy.paper.doll', 7 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.bravestars.hair.salon.beauty', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.browserzheng.foundernews', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.crazylabs.tie.dye.art', 4 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.diy.phonecase.phonemaker', 12 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.fbig.spades', 18 ad_requests with mean bid_floor 7.1; 1 sessions in app 'com.fennik.facemask.diy.makeover', 9 ad_requests with mean bid_floor 2.4; 12 sessions in app 'com.find.yourphone.clapping', 611 ad_requests with mean bid_floor 4.8; 32 sessions in app 'com.fiogonia.gin', 503 ad_requests with mean bid_floor 24.4; 3 sessions in app 'com.game.foldpuzzle', 33 ad_requests with mean bid_floor 1.9, 1 impressions of adomain 'amazon.com' with mean price 1.6; 2 sessions in app 'com.gps.draw.flag.coloring.games', 32 ad_requests with mean bid_floor 1.8; 3 sessions in app 'com.gtsy.annoying.punch.game', 21 ad_requests with mean bid_floor 0.5; 7 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 103 ad_requests with mean bid_floor 7.3, 1 clicks of adomain 'bidease.com_101931', 1 impressions of adomain 'bidease.com_101931' with mean price 1.5, 1 impressions of adomain 'gigeorgia.com' with mean price 2.1; 3 sessions in app 'com.help.me.please', 13 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.higame.par.master.challenge', 12 ad_requests with mean bid_floor 3.9; 45 sessions in app 'com.kjvbible.timewithgod', 57 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.leftright.women.fashion.games', 6 ad_requests with mean bid_floor 30.3; 1 sessions in app 'com.lotus.toiletbreak', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'dave.com' with mean price 0.4, 1 impressions of adomain 'instacart.com' with mean price 0.3, 1 impressions of adomain 'roblox.com' with mean price 0.2, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.4; 2 sessions in app 'com.media720.games2020', 4 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.par.survival.master.challenge.music', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.paradyme.solarsmash', 11 ad_requests with mean bid_floor 0.7, 6 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'audible.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.3; 8 sessions in app 'com.radio.pocketfm', 58 ad_requests with mean bid_floor 13.9; 1 sessions in app 'com.redcat.hypermarket', 7 ad_requests with mean bid_floor 2.1; 4 sessions in app 'com.saintel.labible', 10 ad_requests with mean bid_floor 40.9; 2 sessions in app 'com.scopely.wheeloffortune', 15 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'adp.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.3, 1 impressions of adomain 'goldbond.com' with mean price 0.3, 1 impressions of adomain 'hhs.gov' with mean price 0.3, 2 impressions of adomain 'homedepot.com' with mean price 0.4, 1 impressions of adomain 'janssen.com' with mean price 0.9, 1 impressions of adomain 'lakeridgeacademy.org' with mean price 1.5, 1 impressions of adomain 'lexialearning.com' with mean price 1.2, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 3 impressions of adomain 'talkingtomandfriends.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 20 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 614 ad_requests with mean bid_floor 17.6; 3 sessions in app 'com.stary.dreamshort', 5 ad_requests with mean bid_floor 4.2; 3 sessions in app 'com.translator.all.language.translate.camera.voice', 16 ad_requests with mean bid_floor 19.8; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 13.5; 2 sessions in app 'com.weloadin.dessertdiy', 4 ad_requests with mean bid_floor 5.2; 4 sessions in app 'io.supercent.downhill', 61 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'starz.com' with mean price 1.5; 1 sessions in app 'io.supercent.linkedcubic', 8 ad_requests with mean bid_floor 7.1; 4 sessions in app 'live.shorttv.apps', 87 ad_requests with mean bid_floor 85.4; 3 sessions in app 'ske.arbc.we.neat', 5 ad_requests with mean bid_floor 5.2; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 8 ad_requests with mean bid_floor 0.7; 173 sessions in app 'thxdroid.androidapp.translatepro', 3316 ad_requests with mean bid_floor 0.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45657.7153935185;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-26 10:13:10;time_since_impression_in_hours is 6;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 7;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.969212158331294;partition is 736;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_to_2024_10_17_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2be491f2-7edb-47ff-9f45-76d5eebf1089;'uuid is '6b0268b4-e9c7-49ac-aea1-4cd2237d2422';bid_timestamp is '2024-12-27 21:39:44';device_id is '2be491f2-7edb-47ff-9f45-76d5eebf1089';biddate is '2024-12-27';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 11.1470292962109;target_cpi is 2.51621650156207;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 5090198 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.3;prior_theme_impressions_count is 7;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-27 21:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '26 sessions in app 'com.ig.bus.out', 706 ad_requests with mean bid_floor 1.0, 2 impressions of adomain 'aloha.com' with mean price 0.3, 119 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'appquantum.com' with mean price 0.0, 8 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'celsius.com' with mean price 0.1, 1 impressions of adomain 'chomps.com' with mean price 0.1, 2 impressions of adomain 'chromadex.com' with mean price 6.5, 2 impressions of adomain 'dave.com' with mean price 0.0, 3 impressions of adomain 'davincilabs.com' with mean price 0.7, 3 impressions of adomain 'deepthought.industries' with mean price 0.0, 1 impressions of adomain 'delta.com' with mean price 1.3, 5 impressions of adomain 'depend.com' with mean price 0.1, 3 impressions of adomain 'dhs.gov' with mean price 0.2, 1 impressions of adomain 'dymatize.com' with mean price 0.1, 1 impressions of adomain 'espnbet.com' with mean price 8.9, 1 impressions of adomain 'fanniemae.com' with mean price 0.0, 1 impressions of adomain 'ferrarausa.com' with mean price 0.1, 2 impressions of adomain 'governorofpoker.com' with mean price 0.0, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 4 impressions of adomain 'gurunetwork.com' with mean price 0.1, 5 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'jefferson.edu' with mean price 0.1, 1 impressions of adomain 'justdice.io' with mean price 0.0, 2 impressions of adomain 'kidultlovin.com' with mean price 0.0, 1 impressions of adomain 'king.com' with mean price 0.0, 3 impressions of adomain 'learnings.ai' with mean price 0.0, 3 impressions of adomain 'lifeextension.com' with mean price 0.2, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.1, 2 impressions of adomain 'luckylandslots.com' with mean price 0.0, 2 impressions of adomain 'marriott.com' with mean price 0.3, 1 impressions of adomain 'mercola.com' with mean price 0.3, 3 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 3 impressions of adomain 'niveausa.com' with mean price 0.1, 2 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.1, 6 impressions of adomain 'paramount.com' with mean price 0.0, 7 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'playtowingames.net' with mean price 0.0, 6 impressions of adomain 'pluto.tv' with mean price 0.4, 1 impressions of adomain 'poise.com' with mean price 0.3, 1 impressions of adomain 'premierprotein.com' with mean price 0.1, 3 impressions of adomain 'productmadness.com' with mean price 0.0, 10 impressions of adomain 'qunol.com' with mean price 4.0, 1 clicks of adomain 'qunol.com', 1 impressions of adomain 'refreshbrand.com' with mean price 0.3, 4 impressions of adomain 'rivian.com' with mean price 14.5, 1 impressions of adomain 'roblox.com' with mean price 0.0, 2 impressions of adomain 'rovio.com' with mean price 0.0, 1 impressions of adomain 'sanofi.com' with mean price 0.1, 4 impressions of adomain 'sculptnation.com' with mean price 0.1, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.3, 1 impressions of adomain 'simpleflying.com' with mean price 1.3, 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 5 impressions of adomain 'stacylash.com' with mean price 0.7, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'ultimahealth.com' with mean price 0.1, 1 impressions of adomain 'veozah.com' with mean price 1.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.1, 6 impressions of adomain 'voodoo.io' with mean price 2.8, 2 impressions of adomain 'vytalogy.com' with mean price 0.1, 5 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'westernchief.com' with mean price 0.3, 5 impressions of adomain 'www.learnings.ai' with mean price 0.1, 12 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 2 impressions of adomain 'zencolor.app' with mean price 0.0, 3 impressions of adomain 'zephyrmobile.com' with mean price 0.1; 82 sessions in app 'com.matteljv.uno', 1112 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.os.space.force.galaxy.alien', 17 ad_requests with mean bid_floor 116.1; 12 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 262 ad_requests with mean bid_floor 2.4, 1 impressions of adomain 'qunol.com' with mean price 7.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-27 21:41:13;time_since_impression_in_hours is 1413;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 0;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.950818664977658;partition is 594;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.partyup.blockjam_Android_CPA(10_games_played)_abdoul_V5_Appgrowth_New_100k_12_14_2024' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '9e70161a-9c0d-4afc-91ec-f60277008c86;'uuid is '9e3a670b-cdba-4feb-a3b0-482f33e4310b';bid_timestamp is '2024-12-29 8:55:29';device_id is '9e70161a-9c0d-4afc-91ec-f60277008c86';biddate is '2024-12-29';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 20.691706;target_cpi is 2.24382560941639;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 20.681706 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 45 ;time_since_impression is 1326392 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.72;prior_theme_impressions_count is 45;prior_tag_clicks_count is 19 ;time_since_click is '1326373';hour is '2024-12-29 08:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 386 ad_requests with mean bid_floor 9.4; 15 sessions in app 'com.SPSoftwareProductions.UnlimitedBowling', 46 ad_requests with mean bid_floor 0.2; 31 sessions in app 'com.art.pixel.bible.games.paint.color.by.numbers', 337 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'admile.com' with mean price 0.4, 58 impressions of adomain 'amazon.com' with mean price 0.4, 5 impressions of adomain 'betrivers.com' with mean price 0.2, 2 impressions of adomain 'colgate.com' with mean price 0.1, 2 impressions of adomain 'cslplasma.com' with mean price 1.0, 1 impressions of adomain 'discovery.com' with mean price 0.2, 6 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'franklincollege.edu' with mean price 3.5, 2 impressions of adomain 'goodnites.com' with mean price 0.4, 7 impressions of adomain 'google.com' with mean price 0.4, 1 impressions of adomain 'greatlakesmichiganjobs.com' with mean price 0.7, 1 impressions of adomain 'greatstarttoquality.org' with mean price 0.8, 1 impressions of adomain 'greatwolf.com' with mean price 0.2, 1 impressions of adomain 'ibew.org' with mean price 0.7, 2 impressions of adomain 'kelloggs.com' with mean price 0.8, 2 impressions of adomain 'marianos.com' with mean price 0.5, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.4, 1 impressions of adomain 'nestleusa.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'oakton.edu' with mean price 0.8, 2 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 3 impressions of adomain 'peacocktv.com' with mean price 0.4, 1 impressions of adomain 'pentlyconger.com' with mean price 1.4, 1 impressions of adomain 'prenuvo.com' with mean price 0.2, 1 impressions of adomain 'rogaine.com' with mean price 0.2, 2 impressions of adomain 'samsung.com' with mean price 1.0, 3 impressions of adomain 'santanderus.com' with mean price 0.1, 3 impressions of adomain 'schwarzkopf.com' with mean price 0.1, 3 impressions of adomain 'seventhgeneration.com' with mean price 0.4, 1 impressions of adomain 'snuggle.com' with mean price 0.3, 1 impressions of adomain 'spinmaster.com' with mean price 0.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.1, 3 impressions of adomain 'tiktok.com' with mean price 1.8, 1 impressions of adomain 'ubykotex.com' with mean price 0.1, 4 impressions of adomain 'unatravelctr.com' with mean price 0.7, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'wpcu.coop' with mean price 0.6; 2 sessions in app 'com.bigcake.android.spidersolitaire', 11 ad_requests with mean bid_floor 15.8, 7 impressions of adomain 'glassdoctor.com' with mean price 3.8, 1 impressions of adomain 'osu.edu' with mean price 1.4, 1 impressions of adomain 'wzzm13.com' with mean price 1.1; 7 sessions in app 'com.blackout.spades', 326 ad_requests with mean bid_floor 29.0; 3 sessions in app 'com.block.game.jigsaw.puzzles', 448 ad_requests with mean bid_floor 40.4, 1 impressions of adomain 'glassdoctor.com' with mean price 2.3; 20 sessions in app 'com.epicwalls.wallpaper.app', 2830 ad_requests with mean bid_floor 30.9; 1 sessions in app 'com.fbig.spades', 4 ad_requests with mean bid_floor 4.0; 14 sessions in app 'com.fiogonia.hearts', 1018 ad_requests with mean bid_floor 30.2; 21 sessions in app 'com.fiogonia.spades', 2442 ad_requests with mean bid_floor 39.6; 1 sessions in app 'com.kamagames.videopoker', 5 ad_requests with mean bid_floor 3.9; 9 sessions in app 'com.mobilityware.GinRummySolitaire', 653 ad_requests with mean bid_floor 19.9, 1 impressions of adomain 'apero.vn' with mean price 5.9, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 11.7, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 7.4, 2 impressions of adomain 'tiktok.com' with mean price 18.8; 9 sessions in app 'com.mobilityware.Hearts', 480 ad_requests with mean bid_floor 21.3, 1 clicks of adomain 'doc-hosting.flycricket.io', 1 impressions of adomain 'doc-hosting.flycricket.io' with mean price 7.5; 3 sessions in app 'com.mulheres.dasbible', 44 ad_requests with mean bid_floor 6.5; 6 sessions in app 'com.n3twork.tetris', 111 ad_requests with mean bid_floor 0.5; 1 sessions in app 'com.newclassic.doublerich', 4 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.oakever.tiletrip', 42 ad_requests with mean bid_floor 32.0; 3 sessions in app 'com.puzzlegames.carescape3d.gp', 27 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.qrcode.quick.scango', 7 ad_requests with mean bid_floor 8.5; 1 sessions in app 'com.slotslimited.goldencasino', 3 ad_requests with mean bid_floor 0.5; 28 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 666 ad_requests with mean bid_floor 7.2, 1 impressions of adomain 'tiktok.com' with mean price 3.5; 9 sessions in app 'com.tripledot.blackjack', 331 ad_requests with mean bid_floor 122.5; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 9.9; 57 sessions in app 'com.vitastudio.color.paint.free.coloring.number', 2638 ad_requests with mean bid_floor 42.4, 2 impressions of adomain '7-eleven.com' with mean price 0.1, 1 impressions of adomain 'adidas.com' with mean price 0.3, 3 impressions of adomain 'ahs.com' with mean price 0.1, 1 impressions of adomain 'allergan.com' with mean price 0.3, 1 clicks of adomain 'amazon.com', 200 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'americanhouse.com' with mean price 0.8, 2 impressions of adomain 'ancientnutrition.com' with mean price 0.4, 4 impressions of adomain 'ashleyfurniture.com' with mean price 0.3, 16 impressions of adomain 'basf.com' with mean price 0.7, 7 impressions of adomain 'beiersdorf.com' with mean price 0.4, 10 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'bushbeans.com' with mean price 0.1, 5 impressions of adomain 'campingworld.com' with mean price 0.2, 1 impressions of adomain 'carando.com' with mean price 0.1, 1 impressions of adomain 'chewy.com' with mean price 0.2, 1 impressions of adomain 'churchdwight.com' with mean price 0.2, 2 impressions of adomain 'claconnect.com' with mean price 0.3, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'coach.com' with mean price 0.1, 1 impressions of adomain 'commissaries.com' with mean price 0.8, 3 impressions of adomain 'cslplasma.com' with mean price 1.1, 2 impressions of adomain 'depend.com' with mean price 0.6, 1 impressions of adomain 'dexcom.com' with mean price 0.7, 3 impressions of adomain 'dnb.com' with mean price 0.1, 3 impressions of adomain 'dramamine.com' with mean price 0.2, 2 impressions of adomain 'drinkhint.com' with mean price 1.0, 1 impressions of adomain 'eliaandponto.com' with mean price 0.4, 10 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 2 impressions of adomain 'expandable.com' with mean price 0.7, 7 impressions of adomain 'federicibrands.com' with mean price 0.5, 1 impressions of adomain 'germainkiaofcolumbus.com' with mean price 0.8, 5 impressions of adomain 'goodnites.com' with mean price 0.2, 8 impressions of adomain 'google.com' with mean price 0.4, 1 impressions of adomain 'grammarly.com' with mean price 0.1, 14 impressions of adomain 'haleon.com' with mean price 0.4, 2 impressions of adomain 'henryford.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.6, 1 impressions of adomain 'hyqvia.com' with mean price 0.7, 1 impressions of adomain 'listerine.com' with mean price 0.3, 1 impressions of adomain 'mauimoisture.com' with mean price 0.2, 1 impressions of adomain 'metroparks.com' with mean price 0.6, 2 impressions of adomain 'michigan.gov' with mean price 0.7, 2 impressions of adomain 'michiganrvandcampgrounds.org' with mean price 0.2, 1 impressions of adomain 'mintmobile.com' with mean price 0.1, 8 impressions of adomain 'miracle-ear.com' with mean price 0.9, 4 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 8 impressions of adomain 'monsterenergy.com' with mean price 0.4, 1 impressions of adomain 'moroccanoil.com' with mean price 0.4, 1 impressions of adomain 'nautica.com' with mean price 0.4, 10 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 4 impressions of adomain 'nestleusa.com' with mean price 0.3, 1 impressions of adomain 'networkforhope.org' with mean price 0.8, 1 impressions of adomain 'neutrogena.com' with mean price 0.5, 2 impressions of adomain 'niveausa.com' with mean price 0.5, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 10 impressions of adomain 'nutrafol.com' with mean price 0.4, 13 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 2 impressions of adomain 'nuunlife.com' with mean price 1.3, 5 impressions of adomain 'ocrevus.com' with mean price 0.4, 7 impressions of adomain 'ohiohealth.com' with mean price 0.5, 4 impressions of adomain 'operationsmile.org' with mean price 0.2, 3 impressions of adomain 'orgain.com' with mean price 0.3, 3 impressions of adomain 'osu.edu' with mean price 0.6, 2 impressions of adomain 'pacificfoods.com' with mean price 0.1, 1 impressions of adomain 'pavoi.com' with mean price 0.3, 15 impressions of adomain 'paxlovid.com' with mean price 0.8, 7 impressions of adomain 'paycom.com' with mean price 0.2, 2 impressions of adomain 'pennfoster.edu' with mean price 0.1, 1 impressions of adomain 'pepsico.com' with mean price 0.4, 1 impressions of adomain 'perdue.com' with mean price 0.3, 1 impressions of adomain 'pfizer.com' with mean price 0.9, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 7 impressions of adomain 'poet.com' with mean price 1.0, 2 impressions of adomain 'poise.com' with mean price 0.4, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 5 impressions of adomain 'primalkitchen.com' with mean price 0.4, 2 impressions of adomain 'raeburnwinery.com' with mean price 0.8, 1 impressions of adomain 'redbull.com' with mean price 0.8, 1 impressions of adomain 'rogaine.com' with mean price 0.5, 2 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 1 impressions of adomain 'schupan.com' with mean price 0.4, 2 impressions of adomain 'scottbrand.com' with mean price 0.4, 3 impressions of adomain 'seventhgeneration.com' with mean price 1.1, 2 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.3, 1 impressions of adomain 'sleepnumber.com' with mean price 0.4, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'sling.com' with mean price 0.3, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 4 impressions of adomain 'subaru.com' with mean price 0.2, 3 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 8 impressions of adomain 'taxact.com' with mean price 0.2, 2 impressions of adomain 'thecenterforcharters.org' with mean price 0.6, 4 impressions of adomain 'theratears.com' with mean price 0.2, 3 impressions of adomain 'thetradedesk.com' with mean price 0.2, 1 impressions of adomain 'tomboyx.com' with mean price 0.1, 4 impressions of adomain 'truthinitiative.org' with mean price 0.1, 5 impressions of adomain 'unatravelctr.com' with mean price 0.7, 2 impressions of adomain 'vicks.com' with mean price 0.3, 2 impressions of adomain 'vitalproteins.com' with mean price 0.4, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 48 impressions of adomain 'walmart.com' with mean price 1.4, 2 impressions of adomain 'wellbizbrands.com' with mean price 0.3, 1 impressions of adomain 'zyrtec.com' with mean price 0.4; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 10.0; 6 sessions in app 'com.wonderpeople.megahitpoker.global', 29 ad_requests with mean bid_floor 92.1; 7 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 59 ad_requests with mean bid_floor 7.3, 8 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'greatlakesmichiganjobs.com' with mean price 0.6, 2 impressions of adomain 'meijer.com' with mean price 0.8; 3 sessions in app 'happy.paint.coloring.color.number', 42 ad_requests with mean bid_floor 12.0; 8 sessions in app 'in.playsimple.wordtrip', 50 ad_requests with mean bid_floor 19.9; 29 sessions in app 'kjv.bible.kingjamesbible', 1108 ad_requests with mean bid_floor 47.3; 13 sessions in app 'linkdesks.tile.match.fun', 97 ad_requests with mean bid_floor 48.5; 4 sessions in app 'mtg1153517087', 0 ad_requests with mean bid_floor 0.0; 18 sessions in app 'pyramid.solitaire.classic.saga.tripeaks.egypt.free.cardgame', 94 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-30 7:05:05;time_since_impression_in_hours is 368;channel is 'USA/I/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 368;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.539228996445706;partition is 366;segments is ['com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_100k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'Android_retargeting_IAP_abdoul_500k_05_28_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V3_500k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_8)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_80' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'cceafd14-1430-487a-8b4b-ff6518badb69;'uuid is 'e7076c1d-3627-401e-b625-02892ee045a8';bid_timestamp is '2025-02-01 0:37:52';device_id is 'cceafd14-1430-487a-8b4b-ff6518badb69';biddate is '2025-02-01';country is 'USA';app is 'com.tiger.simulator.animal.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 0.603384903852098;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 1 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 've';bid_floor is 0.34185 ;min_floor is 0.34185 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-01 00:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '17 sessions in app 'air.com.sgn.familyguy.gp', 21 ad_requests with mean bid_floor 3.3; 1 sessions in app 'bloodsugar.diabetes.pressuretraker', 1 ad_requests with mean bid_floor 1.3; 2 sessions in app 'com.LoopGames.Yatzy', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.fenomen.redhoodf2p', 1 ad_requests with mean bid_floor 1.3; 5 sessions in app 'com.kaigames.skirtrunner', 70 ad_requests with mean bid_floor 9.0; 2 sessions in app 'com.newpubco.spades', 47 ad_requests with mean bid_floor 20.6; 34 sessions in app 'com.peoplefun.wordcross', 1050 ad_requests with mean bid_floor 2.3, 38 impressions of adomain 'amazon.ca' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.0, 7 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bloomchic.com' with mean price 0.0, 13 impressions of adomain 'cottonelle.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'doreljuvenile.com' with mean price 0.1, 3 impressions of adomain 'doubledowncasino.com' with mean price 0.1, 2 impressions of adomain 'gmccanada.ca' with mean price 0.1, 2 impressions of adomain 'hillspet.ca' with mean price 0.1, 1 impressions of adomain 'hp.com' with mean price 0.0, 6 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'jackpotcity.ca' with mean price 0.1, 2 impressions of adomain 'lincolncanada.com' with mean price 0.1, 1 impressions of adomain 'lymphsystemsupport.com' with mean price 0.0, 5 impressions of adomain 'madewithnestle.ca' with mean price 0.1, 15 impressions of adomain 'mars.com' with mean price 0.1, 2 impressions of adomain 'nikon.ca' with mean price 0.0, 1 impressions of adomain 'ocs.ca' with mean price 0.2, 1 impressions of adomain 'ontariopc.ca' with mean price 1.5, 2 impressions of adomain 'paulmitchell.com' with mean price 0.0, 7 impressions of adomain 'pull-ups.com' with mean price 0.1, 4 impressions of adomain 'sportsbet.io' with mean price 0.2, 1 impressions of adomain 'sunlife.ca' with mean price 0.1, 1 impressions of adomain 'talksportbet.com' with mean price 0.1, 1 impressions of adomain 'toyota.ca' with mean price 0.0, 1 impressions of adomain 'uber.com' with mean price 0.0, 1 impressions of adomain 'walmart.ca' with mean price 0.0; 1 sessions in app 'com.solitaire.klondike.rescue.dog.friends.card.game', 20 ad_requests with mean bid_floor 21.6; 1 sessions in app 'com.sophungamesltd.fantasytile', 12 ad_requests with mean bid_floor 3.1; 3 sessions in app 'com.tiger.simulator.animal.games', 269 ad_requests with mean bid_floor 19.7; 3 sessions in app 'games.urmobi.found.it', 68 ad_requests with mean bid_floor 0.9, 2 impressions of adomain 'amazon.ca' with mean price 0.2; 1 sessions in app 'ske.arbc.we.neat', 2 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-01 0:41:58;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.tiger.simulator.animal.games/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0842104970251101;partition is 3491;segments is ['com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_CAN_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_CAN_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V4_500k' 'HDIP_iOS_USA_200_users_LITE' 'com.pixel.art.coloring.color.number_Android_CPI_CAN_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_CAN_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd4a419b8-3bdc-4027-ae7a-9b60b1f1d948;'uuid is 'f250db1e-437b-4cc3-a8ae-85c31bf42b4e';bid_timestamp is '2025-02-02 9:58:33';device_id is 'd4a419b8-3bdc-4027-ae7a-9b60b1f1d948';biddate is '2025-02-02';country is 'USA';app is 'com.Youknowme.seekgroupletter';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'chartboost-android-sdk';raw_price is 0.658913630612437;target_cpi is 0.3;campaign is 58188;creative_id is 229453;session_duration is 288 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.34185 ;min_floor is 0.34185 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-02 09:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '3 sessions in app 'com.Youknowme.seekgroupletter', 335 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.bbbcomp.bangbangball', 41 ad_requests with mean bid_floor 12.3; 9 sessions in app 'com.grindrapp.android', 54 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.mysticpdf.scanner', 7 ad_requests with mean bid_floor 1.3; 2 sessions in app 'com.newpubco.spades', 78 ad_requests with mean bid_floor 22.0; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 6.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-02 10:04:36;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.Youknowme.seekgroupletter/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.682148409642139;partition is 119;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is ';'uuid is 'b1a26c84-b883-4b2f-a4d7-022d0f1eab85';bid_timestamp is '2025-01-28 17:04:10';device_id is 'virt:d930b0cb4627e9d02972191a36f52ca0';biddate is '2025-01-28';country is 'USA';app is 'com.vitastudio.mahjong';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 5.93449306496799;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vie';bid_floor is 0.536625 ;min_floor is ;bidmachine_placement_value is 209.320695;placement_historical_value is 4.462464;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 17:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.vitastudio.mahjong/False/126';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.390281288178755;partition is 119;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '0bc77664-a576-45f9-bf5f-cb33536f8a1b;'uuid is '230459f8-fdf6-45a0-9877-de041e50be81';bid_timestamp is '2025-01-13 8:20:11';device_id is '0bc77664-a576-45f9-bf5f-cb33536f8a1b';biddate is '2025-01-13';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 149.633585063871;target_cpi is 1.80758277705775;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 22.083333;placement_historical_value is 164.83159;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 22260081 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.98;prior_theme_impressions_count is 6;prior_tag_clicks_count is 3 ;time_since_click is '22260074';hour is '2025-01-13 08:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 21 ad_requests with mean bid_floor 8.3; 1 sessions in app 'co.aviagames.mtp.solitaire.samsung', 6 ad_requests with mean bid_floor 1.8; 5 sessions in app 'com.AquaticJourney.Bubble.Quixotic.FishingQuest', 867 ad_requests with mean bid_floor 29.5; 1 sessions in app 'com.LoopGames.Domino', 19 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.amaze.game.bingo.gp', 1 ad_requests with mean bid_floor 10.6; 1 sessions in app 'com.avast.android.cleaner', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.begin.kdhsnc', 5 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.bgdaily.bingo', 8 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.bingbang.elimin', 3 ad_requests with mean bid_floor 8.2; 1 sessions in app 'com.bingo.ahead.android', 13 ad_requests with mean bid_floor 14.4; 23 sessions in app 'com.blackout.backgammon', 194 ad_requests with mean bid_floor 4.0, 3 impressions of adomain 'progressive.com' with mean price 1.2, 1 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 1.8, 6 impressions of adomain 'wkkellogg.com' with mean price 0.3; 8 sessions in app 'com.blackout.gin', 665 ad_requests with mean bid_floor 1.0, 1 impressions of adomain 'bumble.com' with mean price 0.3, 1 impressions of adomain 'ibotta.com' with mean price 0.3, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.2, 1 impressions of adomain 'justdice.io' with mean price 1.0, 1 impressions of adomain 'learnings.com.cn' with mean price 0.3, 2 impressions of adomain 'luckylandslots.com' with mean price 0.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 2.2, 1 impressions of adomain 'oakevergames.com' with mean price 0.2, 2 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'productmadness.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.2, 1 impressions of adomain 'weather.com' with mean price 0.3; 1 sessions in app 'com.blockpuzzle.comboblastmaster.freegame', 10 ad_requests with mean bid_floor 42.7; 1 sessions in app 'com.candy.match.tiles.party', 3 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.clean888.cleansuper.cleaner', 8 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.drillsoftwell.bingo', 10 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.easybrain.backgammon.board.games', 46 ad_requests with mean bid_floor 52.6, 1 impressions of adomain 'anheuser-busch.com' with mean price 1.0, 1 impressions of adomain 'nutrafol.com' with mean price 5.0; 4 sessions in app 'com.egyptianslots.fortunes', 108 ad_requests with mean bid_floor 21.9; 2 sessions in app 'com.find.yourphone.clapping', 59 ad_requests with mean bid_floor 4.5; 13 sessions in app 'com.fiogonia.gin', 35 ad_requests with mean bid_floor 5.7; 12 sessions in app 'com.fiogonia.spades', 692 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.freedom.designed.funds', 5 ad_requests with mean bid_floor 41.9; 1 sessions in app 'com.fruit.bubble.pop.gp', 3 ad_requests with mean bid_floor 9.6; 1 sessions in app 'com.funtomic.matchmasters', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.gamee.projectmakeover.pullthepin.puzzle', 20 ad_requests with mean bid_floor 13.0; 3 sessions in app 'com.goodballgame.bubblerandom', 41 ad_requests with mean bid_floor 0.4; 1 sessions in app 'com.happy.sort.game.dar.seven', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.healthapplines.healthsense.bloodsugarhub', 2 ad_requests with mean bid_floor 143.9; 3 sessions in app 'com.hypermonkgames.HighwayOvertake', 26 ad_requests with mean bid_floor 3.2; 3 sessions in app 'com.intensedev.classicsolitaire.gp', 15 ad_requests with mean bid_floor 11.4; 1 sessions in app 'com.juicy.fruits.zjdyg.game', 4 ad_requests with mean bid_floor 3.2; 3 sessions in app 'com.lkcrsonbl.ocean.luck', 13 ad_requests with mean bid_floor 5.7; 3 sessions in app 'com.meteo.game.lovely.fruits.merge', 23 ad_requests with mean bid_floor 3.7; 5 sessions in app 'com.miyagn.fruits.cool.fir.puzzle', 135 ad_requests with mean bid_floor 4.0; 14 sessions in app 'com.mobilityware.Dominoes', 898 ad_requests with mean bid_floor 46.9, 1 impressions of adomain 'ee.mobadbid.com' with mean price 73.7, 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 80.4; 1 sessions in app 'com.mobilityware.GinRummySolitaire', 498 ad_requests with mean bid_floor 30.8, 2 impressions of adomain 'betta-games.net' with mean price 0.1, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 2 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'moonpay.com' with mean price 0.1, 2 impressions of adomain 'murka.com' with mean price 0.1, 1 impressions of adomain 'mycashery.com' with mean price 0.1, 1 impressions of adomain 'oakevergames.com' with mean price 0.1, 2 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'speedcash.com' with mean price 0.1, 2 impressions of adomain 'spinxgames.com' with mean price 0.1, 2 impressions of adomain 'tech.pokergaga.net' with mean price 0.1, 1 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'zencolor.app' with mean price 0.1; 7 sessions in app 'com.moon.dental.whether.origin', 224 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.mountain.calls.programme.located', 10 ad_requests with mean bid_floor 12.4; 2 sessions in app 'com.music.game.dancing.hair.beat.race', 40 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.newpubco.spades', 38 ad_requests with mean bid_floor 17.8, 3 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'pfizer.com' with mean price 7.0, 1 impressions of adomain 'prettylitter.com' with mean price 0.4; 13 sessions in app 'com.ocean.seaworld.merge.blue', 373 ad_requests with mean bid_floor 2.9; 2 sessions in app 'com.pandabingo.superwin.crystalcave.magic', 10 ad_requests with mean bid_floor 30.5; 1 sessions in app 'com.papaya.solitairecash', 1 ad_requests with mean bid_floor 0.0; 24 sessions in app 'com.pch.pchworld', 152 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.planets.merge.space.solar', 3 ad_requests with mean bid_floor 3.5; 2 sessions in app 'com.playspare.supermarket.store.simulator', 76 ad_requests with mean bid_floor 3.1; 2 sessions in app 'com.playvalve.solitaire', 27 ad_requests with mean bid_floor 18.4; 1 sessions in app 'com.princesspersia.gems', 5 ad_requests with mean bid_floor 4.2; 29 sessions in app 'com.qrlanucher.qrcode.qr999', 559 ad_requests with mean bid_floor 1.5; 2 sessions in app 'com.set.starry.plain', 18 ad_requests with mean bid_floor 4.5; 4 sessions in app 'com.slottcamproakkkiob.boom', 603 ad_requests with mean bid_floor 3.1; 4 sessions in app 'com.solihav.android.taireen', 15 ad_requests with mean bid_floor 3.8; 14 sessions in app 'com.solitairesojourn.puzzlehaven.cardflurry', 662 ad_requests with mean bid_floor 13.4; 9 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 431 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'newpub.co/hearts' with mean price 177.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 149.6; 3 sessions in app 'com.supercosi.cosiyatzy', 50 ad_requests with mean bid_floor 4.4; 7 sessions in app 'com.sweetbingo.bonanzagame.fancyvaults.lucky', 76 ad_requests with mean bid_floor 13.2; 1 sessions in app 'com.tiles.ani8mal', 53 ad_requests with mean bid_floor 3.8; 6 sessions in app 'com.tripledot.spades', 68 ad_requests with mean bid_floor 2.9, 1 impressions of adomain 'generalmills.com' with mean price 4.9; 1 sessions in app 'com.turkey.farmbingo.jackslots', 79 ad_requests with mean bid_floor 13.1; 1 sessions in app 'com.vast.merge.organism.oceanic', 5 ad_requests with mean bid_floor 4.5; 4 sessions in app 'com.vitastudio.solitaire', 41 ad_requests with mean bid_floor 21.6; 2 sessions in app 'com.wasbox.woodpuz.blockpuzzle', 6 ad_requests with mean bid_floor 10.4; 1 sessions in app 'com.width.variable.ticket.videos', 14 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.wildcard.classicspades', 8 ad_requests with mean bid_floor 41.1, 1 impressions of adomain 'auto.everquote.com' with mean price 0.5, 1 impressions of adomain 'pch.com' with mean price 1.0; 3 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 57 ad_requests with mean bid_floor 6.7; 1 sessions in app 'loppipoppi.ginrummy', 15 ad_requests with mean bid_floor 46.6; 1 sessions in app 'mtg1156644721', 0 ad_requests with mean bid_floor 0.0; 3 sessions in app 'nova.solitaire.patience.card.games.klondike.free', 49 ad_requests with mean bid_floor 7.4; 2 sessions in app 'seek.find.hunt.hidden.objects.puzzle.game.free', 53 ad_requests with mean bid_floor 3.2; 1 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 1 ad_requests with mean bid_floor 146.7; 7 sessions in app 'solitaire.collection.klondike.card.games.free.game', 54 ad_requests with mean bid_floor 19.0; 1 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 9 ad_requests with mean bid_floor 21.7; 1 sessions in app 'trivia.master.question.quiz.answer.crack.star.millionaire.free.knowledge', 15 ad_requests with mean bid_floor 31.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 8:30:10;time_since_impression_in_hours is 6183;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 6183;fast_imp_12h is 4;fast_click_2h is 1;rnd is 0.518098989196173;partition is 1360;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'Android_ALL_IAP_abdoul_500k_05_28_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(af_ad_view)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.block.juggle_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'Android_retargeting_IAP_abdoul_500k_05_28_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mounthorse.travelmatch_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.numbermatch_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.mounthorse.travelmatch_Android_CPI_abdoul_V3_100k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_install_abdoul_100k_07_18_2024' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_1d' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'e33ae916-c903-4376-ae30-f9023ebdbb66;'uuid is 'b84e7e5d-90e9-4509-9251-7229c15ed880';bid_timestamp is '2024-12-30 3:25:18';device_id is 'e33ae916-c903-4376-ae30-f9023ebdbb66';biddate is '2024-12-30';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 10.0514851130499;target_cpi is 4;campaign is 57677;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 22.083333;placement_historical_value is 10.567458;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 12636102 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.84;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '12636095';hour is '2024-12-30 03:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.hady.dev.what_todo', 54 ad_requests with mean bid_floor 6.1; 353 sessions in app 'com.metropcs.metrozone', 1438 ad_requests with mean bid_floor 112.0; 2 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 92 ad_requests with mean bid_floor 9.5; 1 sessions in app 'com.themasterapp.everydaywishesandgreetings', 2 ad_requests with mean bid_floor 20.4; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-30 3:30:56;time_since_impression_in_hours is 3510;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 3510;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.702403332896509;partition is 2464;segments is ['com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'similar_categories_installed_newpubco_klondikesolitaire' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '58fa4b8c-739a-43c4-9424-6c757b7c790a;'uuid is 'eca48aec-7c41-4cd2-89ea-c107a222b60a';bid_timestamp is '2025-01-03 1:04:39';device_id is '58fa4b8c-739a-43c4-9424-6c757b7c790a';biddate is '2025-01-03';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 23.1297085293132;target_cpi is 1.46733502694056;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 1626295 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.09;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is '10035247';hour is '2025-01-03 01:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.animal.hunting.sniper.match', 7 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.blackout.spades', 86 ad_requests with mean bid_floor 28.0, 1 impressions of adomain 'clorox.com' with mean price 0.7; 2 sessions in app 'com.car.racing.champion', 175 ad_requests with mean bid_floor 13.2; 11 sessions in app 'com.fiogonia.hearts', 636 ad_requests with mean bid_floor 22.9; 5 sessions in app 'com.newpubco.spades', 490 ad_requests with mean bid_floor 11.3, 1 impressions of adomain 'annies.com' with mean price 1.5, 1 impressions of adomain 'honda.com' with mean price 0.8, 1 impressions of adomain 'magicjackpoter.com' with mean price 21.7, 3 impressions of adomain 'parking3d.gurugame.ai' with mean price 51.9, 1 impressions of adomain 'popdpocamd.com' with mean price 21.6, 2 impressions of adomain 'scotiabank.com' with mean price 0.6, 1 impressions of adomain 'slotomania.com' with mean price 0.6, 1 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 27.5, 1 clicks of adomain 'tenyetyearsmissnbingo.com', 2 impressions of adomain 'tenyetyearsmissnbingo.com' with mean price 24.1, 2 impressions of adomain 'trailerhitchrv.com' with mean price 0.4; 1 sessions in app 'com.one.myconn', 55 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.peoplefun.wordcross', 5 ad_requests with mean bid_floor 8.1; 2 sessions in app 'com.sgiggle.production', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.slottcamproakkkiob.boom', 56 ad_requests with mean bid_floor 4.7; 3 sessions in app 'com.strongest.eye', 41 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.taggedapp', 1 ad_requests with mean bid_floor 9.9; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 1.9; 1 sessions in app 'de.empfohlen', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'download.videobrowser.videobrowser', 20 ad_requests with mean bid_floor 5.3; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 7.3; 1 sessions in app 'net.playtowingames.casino', 5 ad_requests with mean bid_floor 157.4; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 19 ad_requests with mean bid_floor 1.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 7:22:23;time_since_impression_in_hours is 451;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 2788;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.835585973557522;partition is 1367;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b7559145-0e91-42cd-9693-f5ef94e47e20;'uuid is 'b0a7ee66-22f3-4d5e-97f4-acf05a864cdf';bid_timestamp is '2025-01-09 4:46:39';device_id is 'b7559145-0e91-42cd-9693-f5ef94e47e20';biddate is '2025-01-09';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 225.666838165858;target_cpi is 2.55993632777847;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 22.083333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 446993 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.04;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '446989';hour is '2025-01-09 04:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '4 sessions in app 'com.bigcake.jigsaw.puzzles', 18 ad_requests with mean bid_floor 27.0, 13 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'bestbuy.com' with mean price 0.7, 1 impressions of adomain 'homes.com' with mean price 0.4, 3 impressions of adomain 'primefinancial.com' with mean price 0.9, 1 impressions of adomain 'puma.com' with mean price 0.5, 1 impressions of adomain 'united.com' with mean price 0.5; 10 sessions in app 'com.black.happy.art.jigsaw.puzzle.free.game', 74 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'justplayapps.com' with mean price 0.1, 1 impressions of adomain 'kdf.org' with mean price 0.5, 2 impressions of adomain 'paintbynumber.app' with mean price 0.2, 1 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.2, 1 impressions of adomain 'spider.gurugame.ai' with mean price 0.2, 2 impressions of adomain 'zencolor.app' with mean price 0.2; 3 sessions in app 'com.blackout.spades', 66 ad_requests with mean bid_floor 7.6; 5 sessions in app 'com.bvgame.app.jigsawhd', 21 ad_requests with mean bid_floor 69.4; 4 sessions in app 'com.dark.happy.art.jigsaw.puzzle.free.game', 24 ad_requests with mean bid_floor 3.7, 8 impressions of adomain 'cdw.com' with mean price 0.5, 1 impressions of adomain 'coloradoinsulationandfans.com' with mean price 0.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 53.5, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.2, 1 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'zencolor.app' with mean price 0.1; 3 sessions in app 'com.dream.home.happy.art.jigsaw.puzzle.free.game', 22 ad_requests with mean bid_floor 6.1, 1 impressions of adomain 'arizonabiltmore.com' with mean price 0.7, 1 impressions of adomain 'beckshybrids.com' with mean price 1.0, 1 impressions of adomain 'calvinklein.us' with mean price 0.3, 1 impressions of adomain 'paintbynumber.app' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.6; 5 sessions in app 'com.fantasy.fairy.happy.art.jigsaw.puzzle.free.game', 22 ad_requests with mean bid_floor 8.0, 4 impressions of adomain 'homes.com' with mean price 0.3; 2 sessions in app 'com.flyingcat.jigsaw', 12 ad_requests with mean bid_floor 57.4; 1 sessions in app 'com.fugo.wow', 48 ad_requests with mean bid_floor 2.9, 1 impressions of adomain 'coloradolottery.com' with mean price 0.7; 7 sessions in app 'com.lemel.hiddengame', 145 ad_requests with mean bid_floor 8.3, 3 impressions of adomain '1000bulbs.com' with mean price 59.9, 1 impressions of adomain 'walmart.com' with mean price 0.4; 4 sessions in app 'com.mintgames.fancyjigsaw', 29 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.mintgames.happyblackcolor', 4 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.mintgames.jigsawmaster', 8 ad_requests with mean bid_floor 3.1; 3 sessions in app 'com.mobilityware.solitaire', 89 ad_requests with mean bid_floor 30.1; 4 sessions in app 'com.newpubco.spades', 88 ad_requests with mean bid_floor 8.4, 1 impressions of adomain 'cash.app' with mean price 0.3, 1 impressions of adomain 'denverboatshow.com' with mean price 1.0, 1 impressions of adomain 'microsoft.com' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 0.8; 2 sessions in app 'com.pop.happy.art.jigsaw.puzzle.free.game', 12 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.qrcode.quick.scango', 30 ad_requests with mean bid_floor 10.1; 1 sessions in app 'com.snapqr.scanmaster.qrcode', 11 ad_requests with mean bid_floor 6.4; 2 sessions in app 'com.solitaire.card', 13 ad_requests with mean bid_floor 19.5, 1 impressions of adomain 'amazon.com' with mean price 0.6; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 49 ad_requests with mean bid_floor 7.6; 1 sessions in app 'com.veraxen.jigsaw', 8 ad_requests with mean bid_floor 16.8; 2 sessions in app 'com.vitastudio.senior.jigsaw', 2 ad_requests with mean bid_floor 0.0; 7 sessions in app 'in.playsimple.wordtour', 153 ad_requests with mean bid_floor 8.7, 1 impressions of adomain 'justplayapps.com' with mean price 0.4; 3 sessions in app 'in.playsimple.wordtrip', 116 ad_requests with mean bid_floor 4.0; 9 sessions in app 'jigsaw.puzzle.color.master.paint.classical.hd.funny', 75 ad_requests with mean bid_floor 6.0; 8 sessions in app 'jigsaw.puzzle.free.games', 552 ad_requests with mean bid_floor 14.1, 10 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'claritin.com' with mean price 0.4, 1 impressions of adomain 'computershare.com' with mean price 0.3, 12 impressions of adomain 'deltafaucet.com' with mean price 0.3, 2 impressions of adomain 'depend.com' with mean price 0.7, 1 impressions of adomain 'samsclub.com' with mean price 0.7, 1 impressions of adomain 'schiffvitamins.com' with mean price 0.4, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 1 impressions of adomain 'visitkc.com' with mean price 1.2; 1 sessions in app 'solitaire.classicgame.klondike.solitaire.freecard', 11 ad_requests with mean bid_floor 1.0; 1 sessions in app 'solitaire.klondike.classic.card.games', 18 ad_requests with mean bid_floor 34.0; 2 sessions in app 'solitaire.mahjongmaker.collection.card.solitaire.klondike', 9 ad_requests with mean bid_floor 37.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-12 5:23:46;time_since_impression_in_hours is 124;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 124;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.867568075149682;partition is 564;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f2f8a909-71e7-473b-9793-33ab68d1c4cc;'uuid is 'a7941174-d488-4115-8e7f-9c7c7ce04efb';bid_timestamp is '2025-02-06 3:13:42';device_id is 'f2f8a909-71e7-473b-9793-33ab68d1c4cc';biddate is '2025-02-06';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 11.2755338760143;target_cpi is 3;campaign is 58198;creative_id is 229286;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'ie';bid_floor is 5.0244 ;min_floor is 5.0244 ;bidmachine_placement_value is 10.6;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 39 ;time_since_impression is 298758 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.76;prior_theme_impressions_count is 39;prior_tag_clicks_count is 24 ;time_since_click is '298751';hour is '2025-02-06 03:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior_stats_in_past is '2 sessions in app 'com.fiogonia.gin', 405 ad_requests with mean bid_floor 35.7; 20 sessions in app 'com.fiogonia.spades', 5257 ad_requests with mean bid_floor 19.4; 72 sessions in app 'com.mintgames.jigsawmaster', 307 ad_requests with mean bid_floor 10.6; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 1 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.newpubco.spades', 4907 ad_requests with mean bid_floor 21.4, 2 impressions of adomain 'allianztravelinsurance.com' with mean price 0.4, 3 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'amscope.com' with mean price 0.2, 4 impressions of adomain 'edgepark.com' with mean price 1.6, 1 impressions of adomain 'edgeparkcgm.com' with mean price 1.5, 1 impressions of adomain 'goodfoods.com' with mean price 0.1, 2 impressions of adomain 'google.com' with mean price 0.2, 2 impressions of adomain 'haleon.com' with mean price 0.4, 1 clicks of adomain 'healthwellnessjournal.com', 1 impressions of adomain 'healthwellnessjournal.com' with mean price 2.6, 5 impressions of adomain 'ky.gov' with mean price 0.7, 3 impressions of adomain 'restaurant365.com' with mean price 0.9, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 1.3, 2 impressions of adomain 'uber.com' with mean price 0.2, 1 impressions of adomain 'www.uber.com' with mean price 0.8; 30 sessions in app 'com.playvalve.spades', 8613 ad_requests with mean bid_floor 65.9, 10 impressions of adomain 'instagram.com' with mean price 0.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 11.3; 2 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 9.1; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 5.0; 3 sessions in app 'com.vitastudio.mahjong', 8 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 5.0; 4 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 13.5';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-02-07 21:17:17;dc_15roundended_before_d8_timestamp is 45695.7324189815;ag_retention_d1_timestamp is 2025-02-06 3:29:44;0_timestamp is 2025-02-06 3:29:44;time_since_impression_in_hours is 82;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 83;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.121754968871175;partition is 3896;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_IMP_MID_PRICE_AG_32k_01_31_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'loppipoppi.yatzy_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'bloom_com.playvalve.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_95' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'bloom_com.fiogonia.spades_USA_80']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7dcc8e84-069a-4764-bafe-84d69da90370;'uuid is 'b714a065-2896-4fbc-8996-6ee373e32666';bid_timestamp is '2025-01-09 14:20:01';device_id is '7dcc8e84-069a-4764-bafe-84d69da90370';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 46.2606171146035;target_cpi is 6;campaign is 57829;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 29.304898;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.51;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-09 14:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'co.aviagames.bingo.official', 4 ad_requests with mean bid_floor 132.5; 1 sessions in app 'com.Polystation.BuildABabe', 6 ad_requests with mean bid_floor 3.4; 4 sessions in app 'com.blackout.spades', 196 ad_requests with mean bid_floor 30.5, 1 impressions of adomain 'amerigroup.com' with mean price 4.5, 1 impressions of adomain 'anthem.com' with mean price 2.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 46.3; 50 sessions in app 'com.newpubco.spades', 2947 ad_requests with mean bid_floor 6.2, 1 impressions of adomain 'advanticehealth.com' with mean price 0.3, 2 impressions of adomain 'airproducts.com' with mean price 0.5, 3 impressions of adomain 'allegra.com' with mean price 1.1, 47 impressions of adomain 'amazon.com' with mean price 0.6, 12 impressions of adomain 'amerigroup.com' with mean price 3.6, 1 impressions of adomain 'annies.com' with mean price 1.2, 2 impressions of adomain 'anthem.com' with mean price 2.2, 2 impressions of adomain 'apcu.com' with mean price 0.6, 1 impressions of adomain 'audible.com' with mean price 0.4, 1 impressions of adomain 'augusta.edu' with mean price 0.4, 6 impressions of adomain 'bajafresh.com' with mean price 2.0, 2 impressions of adomain 'bimbobakeriesusa.com' with mean price 0.6, 3 impressions of adomain 'bobevans.com' with mean price 0.5, 1 impressions of adomain 'bumble.com' with mean price 4.6, 3 impressions of adomain 'bushbeans.com' with mean price 0.6, 5 impressions of adomain 'campbells.com' with mean price 0.3, 1 impressions of adomain 'cerave.com' with mean price 0.4, 4 impressions of adomain 'chimebank.com' with mean price 0.6, 12 impressions of adomain 'clorox.com' with mean price 0.7, 8 impressions of adomain 'coca-cola.com' with mean price 0.5, 6 impressions of adomain 'covergirl.com' with mean price 0.4, 1 impressions of adomain 'crunch.com' with mean price 1.3, 1 impressions of adomain 'danone.com' with mean price 0.6, 2 impressions of adomain 'dfamilk.com' with mean price 0.4, 1 clicks of adomain 'discover.com', 4 impressions of adomain 'discover.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 6 impressions of adomain 'elfcosmetics.com' with mean price 0.4, 4 impressions of adomain 'equityapartments.com' with mean price 1.0, 5 impressions of adomain 'facebook.com' with mean price 0.6, 1 impressions of adomain 'fahw.com' with mean price 0.8, 4 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 2 impressions of adomain 'ferrero.com' with mean price 0.4, 3 impressions of adomain 'finishdishwashing.com' with mean price 0.5, 1 impressions of adomain 'foodbankofnortheastgeorgia-bloom.kindful.com' with mean price 1.5, 1 impressions of adomain 'glade.com' with mean price 3.5, 9 impressions of adomain 'haleon.com' with mean price 0.6, 4 impressions of adomain 'handsoffmyrewards.com' with mean price 0.7, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.8, 1 impressions of adomain 'ibewyes.org' with mean price 0.8, 5 impressions of adomain 'intuit.com' with mean price 0.9, 2 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.3, 2 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'libertytax.com' with mean price 0.9, 1 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'liveateastwood.com' with mean price 2.0, 1 impressions of adomain 'lookourway.com' with mean price 0.9, 1 impressions of adomain 'mars.com' with mean price 0.6, 1 impressions of adomain 'mazdausa.com' with mean price 0.4, 3 impressions of adomain 'miebo.com' with mean price 1.0, 2 impressions of adomain 'milanlaser.com' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'moroccanoil.com' with mean price 0.4, 6 impressions of adomain 'niveausa.com' with mean price 0.7, 3 impressions of adomain 'nubeqa-us.com' with mean price 0.7, 9 impressions of adomain 'nutrafol.com' with mean price 0.5, 2 impressions of adomain 'oakevergames.com' with mean price 5.1, 1 impressions of adomain 'okeeffescompany.com' with mean price 0.4, 1 impressions of adomain 'olay.com' with mean price 0.7, 1 impressions of adomain 'onceuponachild.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 1.5, 2 impressions of adomain 'orgain.com' with mean price 1.0, 1 impressions of adomain 'orgovyx.com' with mean price 1.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.7, 7 impressions of adomain 'pandora.com' with mean price 0.7, 11 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'peppermint-lips.com' with mean price 7.8, 1 impressions of adomain 'pepsico.com' with mean price 0.4, 3 impressions of adomain 'perdue.com' with mean price 0.8, 2 impressions of adomain 'persilproclean.com' with mean price 0.3, 6 impressions of adomain 'pg.com' with mean price 0.6, 4 impressions of adomain 'planetsmoothie.com' with mean price 1.4, 3 impressions of adomain 'playtika.com' with mean price 0.5, 3 impressions of adomain 'pluto.tv' with mean price 1.3, 7 impressions of adomain 'poise.com' with mean price 0.7, 2 impressions of adomain 'productmadness.com' with mean price 0.6, 1 clicks of adomain 'productmadness.com', 3 impressions of adomain 'progressive.com' with mean price 0.4, 2 impressions of adomain 'qunol.com' with mean price 1.6, 1 impressions of adomain 'radiologysolutions.bayer.com' with mean price 1.5, 1 impressions of adomain 'reachfortheheart.com' with mean price 0.8, 4 impressions of adomain 'redbull.com' with mean price 0.5, 7 impressions of adomain 'rivian.com' with mean price 5.2, 1 impressions of adomain 'rocketshipfinancial.com' with mean price 0.8, 1 impressions of adomain 'sakrete.com' with mean price 1.0, 1 impressions of adomain 'samhsa.gov' with mean price 0.3, 3 impressions of adomain 'samsung.com' with mean price 0.9, 12 impressions of adomain 'sanofi.com' with mean price 0.7, 1 impressions of adomain 'santanderus.com' with mean price 0.4, 1 impressions of adomain 'scjohnson.com' with mean price 0.4, 5 impressions of adomain 'scopely.com' with mean price 0.7, 1 impressions of adomain 'slotomania.com' with mean price 0.5, 4 impressions of adomain 'snuggle.com' with mean price 0.5, 5 impressions of adomain 'solaray.com' with mean price 0.6, 1 impressions of adomain 'supertreat.net' with mean price 0.6, 10 impressions of adomain 'sweetfrog.com' with mean price 1.2, 2 impressions of adomain 'swishersweets.com' with mean price 1.6, 1 impressions of adomain 'theautopian.com' with mean price 1.4, 2 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.5, 1 impressions of adomain 'theupsstore.com' with mean price 0.4, 2 impressions of adomain 'tropicanabrandsgroup.com' with mean price 0.5, 3 impressions of adomain 'tubitv.com' with mean price 8.9, 8 impressions of adomain 'unilever.com' with mean price 0.8, 1 impressions of adomain 'webmd.com' with mean price 0.4, 4 impressions of adomain 'welloflife.com' with mean price 6.7, 1 impressions of adomain 'whatisshingles.com' with mean price 0.5, 1 impressions of adomain 'whatsyourgusto.com' with mean price 0.7, 3 impressions of adomain 'wildcasino.ag' with mean price 0.6, 1 impressions of adomain 'xifaxan.com' with mean price 0.7; 11 sessions in app 'com.playvalve.spades', 631 ad_requests with mean bid_floor 85.9, 1 clicks of adomain 'justdice.io', 1 impressions of adomain 'justdice.io' with mean price 0.3; 37 sessions in app 'com.sgn.geniesandgems.gp', 1135 ad_requests with mean bid_floor 204.7; 4 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 30 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.tripledot.solitaire', 28 ad_requests with mean bid_floor 23.5; 1 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 9.2; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 6.2; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 29.6; 5 sessions in app 'net.peakgames.mobile.spades.android', 170 ad_requests with mean bid_floor 55.7; 3 sessions in app 'video.clip.call.fake.chat.message.prank', 111 ad_requests with mean bid_floor 19.7, 1 clicks of adomain 'doordash.com', 2 impressions of adomain 'doordash.com' with mean price 72.7';dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-13 22:08:03;dc_15roundended_before_d8_timestamp is 45667.7381134259;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-09 14:25:26;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.326972965383605;partition is 2204;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7a2b9af6-0406-4b37-a43e-79bf1d6c0328;'uuid is '2aaba356-03b4-47c4-b976-35ba9256e7cf';bid_timestamp is '2025-01-02 3:51:44';device_id is '7a2b9af6-0406-4b37-a43e-79bf1d6c0328';biddate is '2025-01-02';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.34633848602003;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 19.433333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 140 ;time_since_impression is 7244 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.29;prior_theme_impressions_count is 140;prior_tag_clicks_count is 7 ;time_since_click is '884739';hour is '2025-01-02 03:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 9.7; 2 sessions in app 'com.bngame.app.woodblock', 18 ad_requests with mean bid_floor 80.5; 2 sessions in app 'com.easybrain.number.puzzle.game', 3 ad_requests with mean bid_floor 1.2; 31 sessions in app 'com.easymood.block.puzzle.wood', 99 ad_requests with mean bid_floor 5.2; 15 sessions in app 'com.fbig.words', 207 ad_requests with mean bid_floor 42.3; 18 sessions in app 'com.gamovation.mahjongclub', 223 ad_requests with mean bid_floor 4.4, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'amcplus.com' with mean price 0.3, 2 impressions of adomain 'arlo.com' with mean price 0.3, 2 impressions of adomain 'castrol.com' with mean price 0.2, 3 impressions of adomain 'chromewebdata' with mean price 3.0, 2 impressions of adomain 'consumable.com' with mean price 0.0, 1 impressions of adomain 'example.com' with mean price 0.6, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 3 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'hizentra.com' with mean price 0.2, 1 impressions of adomain 'iuhealth.org' with mean price 4.1, 1 impressions of adomain 'la-z-boy.com' with mean price 0.4, 1 impressions of adomain 'one1brands.com' with mean price 0.1, 4 impressions of adomain 'us.gsk.com' with mean price 0.0, 1 impressions of adomain 'vanhawkroofing.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.newpubco.spades', 51 ad_requests with mean bid_floor 3.3, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1; 125 sessions in app 'com.peoplefun.wordcross', 27579 ad_requests with mean bid_floor 11.9, 1 impressions of adomain 'Umass.edu' with mean price 0.1, 2 impressions of adomain 'acorn.tv' with mean price 0.2, 796 impressions of adomain 'adidas.com' with mean price 0.0, 2 impressions of adomain 'adobe.com' with mean price 0.0, 5 impressions of adomain 'alevco.net' with mean price 0.0, 1 impressions of adomain 'allianztravelinsurance.com' with mean price 0.0, 24 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'amcplus.com' with mean price 0.1, 6 impressions of adomain 'applevacations.com' with mean price 0.0, 2 impressions of adomain 'arlo.com' with mean price 0.2, 3 impressions of adomain 'arttrk.com' with mean price 0.1, 3 impressions of adomain 'asnhomecaremarketing.com' with mean price 0.2, 1 impressions of adomain 'autogenai.com' with mean price 0.1, 1 impressions of adomain 'axsome.com' with mean price 0.2, 1 impressions of adomain 'babybel.com' with mean price 0.2, 1 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'bitly.com' with mean price 0.2, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.0, 1 impressions of adomain 'brighthousefinancial.com' with mean price 0.0, 1 impressions of adomain 'calladi.com' with mean price 0.3, 2 impressions of adomain 'candid.org' with mean price 1.0, 1 impressions of adomain 'castrol.com' with mean price 0.1, 1 impressions of adomain 'chapmanheating.com' with mean price 0.2, 1 impressions of adomain 'chase.com' with mean price 0.2, 1 impressions of adomain 'checkout51.com' with mean price 0.0, 4 impressions of adomain 'chroniccarealliance.org' with mean price 0.1, 1 impressions of adomain 'claridgeproducts.com' with mean price 0.2, 33 impressions of adomain 'cocacola.com' with mean price 0.0, 13 impressions of adomain 'consumable.com' with mean price 0.0, 1 impressions of adomain 'correctcraft.com' with mean price 0.4, 2 impressions of adomain 'costco.com' with mean price 0.0, 1 impressions of adomain 'costoftobacco.in' with mean price 0.4, 2 impressions of adomain 'dailyworthing.com' with mean price 0.0, 3 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'dermstore.com' with mean price 0.0, 1 impressions of adomain 'discovery.com' with mean price 0.1, 87 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 clicks of adomain 'disneyplus.com', 1 impressions of adomain 'doreljuvenile.com' with mean price 0.2, 1 impressions of adomain 'dormanproducts.com' with mean price 0.1, 1 impressions of adomain 'edgeparkcgm.com' with mean price 0.0, 1 impressions of adomain 'elementcontract.com' with mean price 0.1, 1 impressions of adomain 'elica.com' with mean price 1.2, 2 impressions of adomain 'finishdishwashing.com' with mean price 0.4, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 3 impressions of adomain 'gardasil9.com' with mean price 0.3, 7 impressions of adomain 'goodfoods.com' with mean price 0.0, 1 impressions of adomain 'google.com' with mean price 0.1, 6 impressions of adomain 'grainger.com' with mean price 0.7, 2 impressions of adomain 'guns.com' with mean price 0.3, 3 impressions of adomain 'gurugame.ai' with mean price 0.0, 2 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'help.rescue.org' with mean price 0.1, 2 impressions of adomain 'hendricks.org' with mean price 0.3, 3 impressions of adomain 'hendrickspower.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.0, 17 impressions of adomain 'homedepot.com' with mean price 0.5, 1 impressions of adomain 'homespotter.com' with mean price 0.3, 5 impressions of adomain 'in.gov' with mean price 0.5, 2 impressions of adomain 'indianapolissymphony.org' with mean price 0.1, 1 impressions of adomain 'intertek.com' with mean price 0.7, 4 impressions of adomain 'iuhealth.org' with mean price 0.0, 2 impressions of adomain 'kelloggs.com' with mean price 0.5, 2 impressions of adomain 'kohls.com' with mean price 0.1, 18 impressions of adomain 'la-z-boy.com' with mean price 0.1, 1 impressions of adomain 'lacteol.com' with mean price 0.2, 19 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'mcdonalds.com' with mean price 0.1, 2 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'merckvaccines.com' with mean price 0.4, 1 impressions of adomain 'microsoft.com' with mean price 0.0, 1 impressions of adomain 'middleofsix.com' with mean price 0.0, 2 impressions of adomain 'migraine.com' with mean price 0.6, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'motion.com' with mean price 0.1, 1 impressions of adomain 'murka.com' with mean price 0.1, 1 impressions of adomain 'myfitnesspal.com' with mean price 0.5, 6 impressions of adomain 'nexlizet.com' with mean price 0.4, 1 impressions of adomain 'nurtec.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'one1brands.com' with mean price 0.1, 10 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 55 impressions of adomain 'paramountplus.com' with mean price 0.1, 4 impressions of adomain 'petsafe.net' with mean price 0.1, 12 impressions of adomain 'planetoat.com' with mean price 0.1, 2 impressions of adomain 'poise.com' with mean price 0.1, 2 impressions of adomain 'progressive.com' with mean price 1.4, 1 impressions of adomain 'renogy.com' with mean price 0.1, 1 impressions of adomain 'royalcanin.com' with mean price 0.2, 5 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sanofi.com' with mean price 0.5, 1 impressions of adomain 'sharecare.com' with mean price 0.5, 1 impressions of adomain 'signatureperformance.com' with mean price 0.2, 2 impressions of adomain 'smartpetlove.com' with mean price 0.1, 1 impressions of adomain 'snf.com' with mean price 0.4, 2 impressions of adomain 'southbayinternational.com' with mean price 0.2, 1 impressions of adomain 'sportsbook.fanatics.com' with mean price 0.0, 1 impressions of adomain 'sunosi.com' with mean price 0.7, 3 impressions of adomain 'tarpeyo.com' with mean price 0.0, 2 impressions of adomain 'taza-americas.com' with mean price 0.1, 2 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'tylenol.com' with mean price 0.4, 2 impressions of adomain 'umass.edu' with mean price 0.1, 1 impressions of adomain 'umassglobal.edu' with mean price 0.1, 1 impressions of adomain 'webmd.com' with mean price 0.1, 1 impressions of adomain 'zquiet.com' with mean price 1.7; 1 sessions in app 'com.prankapp.fartsounds.airhorn.funny', 1 ad_requests with mean bid_floor 4.3; 13 sessions in app 'com.puzzle.pool.android', 199 ad_requests with mean bid_floor 26.3; 38 sessions in app 'com.solitarie.card.regal.game', 1059 ad_requests with mean bid_floor 46.1, 5 impressions of adomain 'carfax.com' with mean price 5.1; 149 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 14507 ad_requests with mean bid_floor 13.0, 3 clicks of adomain 'carfax.com', 21 impressions of adomain 'carfax.com' with mean price 3.4, 1 impressions of adomain 'glowessentialsco.com' with mean price 4.0, 1 impressions of adomain 'shsu.edu' with mean price 3.1; 9 sessions in app 'com.tripledot.blockbash', 172 ad_requests with mean bid_floor 11.0, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'budlight.com' with mean price 0.5, 1 impressions of adomain 'grainger.com' with mean price 0.3, 1 impressions of adomain 'honest.com' with mean price 0.8, 1 clicks of adomain 'hungrystudio.com', 3 impressions of adomain 'hungrystudio.com' with mean price 38.0, 1 impressions of adomain 'impossiblefoods.com' with mean price 0.6, 6 impressions of adomain 'in.gov' with mean price 0.6, 1 impressions of adomain 'kdf.org' with mean price 0.5, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 2 impressions of adomain 'libtayo.com' with mean price 0.4, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'spider.gurugame.ai' with mean price 0.0, 3 impressions of adomain 'thecloroxcompany.com' with mean price 0.5; 2 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 6.5; 45 sessions in app 'com.tripledot.woodoku', 16742 ad_requests with mean bid_floor 6.8, 1 impressions of adomain 'aaa.com' with mean price 0.1, 1 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'alevco.net' with mean price 0.0, 7 impressions of adomain 'beiersdorf.com' with mean price 0.6, 1 impressions of adomain 'bsu.edu' with mean price 0.3, 1 impressions of adomain 'cadillac.com' with mean price 0.0, 1 impressions of adomain 'careerslaunch.com' with mean price 3.9, 1 impressions of adomain 'castrol.com' with mean price 1.3, 12 impressions of adomain 'chroniccarealliance.org' with mean price 0.7, 1 impressions of adomain 'city.minigame.vip' with mean price 0.1, 7 impressions of adomain 'coca-cola.com' with mean price 1.4, 16 impressions of adomain 'cocacola.com' with mean price 0.0, 7 impressions of adomain 'consumable.com' with mean price 0.0, 1 impressions of adomain 'costoftobacco.in' with mean price 0.6, 2 impressions of adomain 'direxioninvestments.com' with mean price 11.0, 1 impressions of adomain 'discover.com' with mean price 2.5, 1 impressions of adomain 'discovery.com' with mean price 0.5, 13 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'drinfinitisouth.com' with mean price 0.5, 1 impressions of adomain 'elmonterey.com' with mean price 0.6, 1 impressions of adomain 'ershares.com' with mean price 0.2, 1 impressions of adomain 'evansville.edu' with mean price 0.2, 2 impressions of adomain 'excedrin.com' with mean price 0.6, 1 impressions of adomain 'extendedstayamerica.com' with mean price 0.0, 1 impressions of adomain 'ezcater.com' with mean price 0.0, 1 impressions of adomain 'fluents.ai' with mean price 0.0, 1 impressions of adomain 'garp.org' with mean price 2.2, 7 impressions of adomain 'geico.com' with mean price 3.0, 1 impressions of adomain 'guarinoinsurance.com' with mean price 0.1, 1 impressions of adomain 'helloned.com' with mean price 0.1, 1 impressions of adomain 'hendricks.org' with mean price 0.4, 79 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'imgacademy.com' with mean price 4.0, 1 impressions of adomain 'inc.com' with mean price 0.0, 1 impressions of adomain 'infusion-care.com' with mean price 0.1, 3 impressions of adomain 'ista-in.org' with mean price 0.5, 3 impressions of adomain 'iu.edu' with mean price 0.2, 1 impressions of adomain 'johnsonu.edu' with mean price 0.4, 2 impressions of adomain 'kellanova.com' with mean price 0.6, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.5, 1 impressions of adomain 'kindsnacks.com' with mean price 0.7, 3 impressions of adomain 'la-z-boy.com' with mean price 0.3, 1 impressions of adomain 'legacytaxresolutionservices.com' with mean price 0.0, 3 impressions of adomain 'lemonanagames.com' with mean price 0.0, 1 impressions of adomain 'linktr.ee' with mean price 0.9, 4 impressions of adomain 'magairports.com' with mean price 0.0, 1 impressions of adomain 'makeheadway.com' with mean price 0.0, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 2 impressions of adomain 'microsoft.com' with mean price 0.0, 1 impressions of adomain 'milkbone.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.8, 1 impressions of adomain 'musickauction.com' with mean price 0.2, 1 impressions of adomain 'myhumehealth.com' with mean price 0.0, 1 impressions of adomain 'myubiquity.com' with mean price 9.9, 1 impressions of adomain 'njit.edu' with mean price 0.0, 4 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'officedepot.com' with mean price 0.5, 3 impressions of adomain 'one1brands.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'paulablack.com' with mean price 0.2, 3 impressions of adomain 'perdue.com' with mean price 0.3, 16 impressions of adomain 'planetfitness.com' with mean price 0.1, 3 impressions of adomain 'platoscloset.com' with mean price 1.1, 1 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'profor.com' with mean price 0.1, 1 impressions of adomain 'pupperoni.com' with mean price 0.0, 1 impressions of adomain 'riso.com' with mean price 0.0, 3 impressions of adomain 'robitussin.com' with mean price 0.6, 1 impressions of adomain 'rocktownmedicalspa.com' with mean price 0.0, 1 impressions of adomain 'rssmaclin.com' with mean price 0.1, 2 impressions of adomain 'scottbrand.com' with mean price 0.8, 1 impressions of adomain 'searchinstitute.org' with mean price 0.2, 5 impressions of adomain 'shsu.edu' with mean price 1.4, 1 impressions of adomain 'southwest.com' with mean price 0.2, 1 impressions of adomain 'stonyfield.com' with mean price 0.5, 5 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 1 impressions of adomain 'thefreshmarket.com' with mean price 0.5, 1 impressions of adomain 'topazlabs.com' with mean price 0.0, 4 impressions of adomain 'tums.com' with mean price 0.6, 4 impressions of adomain 'tysonfoods.com' with mean price 0.8, 1 impressions of adomain 'valvolineglobal.com' with mean price 0.5, 1 impressions of adomain 'variety.com' with mean price 0.2, 5 impressions of adomain 'walmart.com' with mean price 0.5, 2 impressions of adomain 'washingtonpost.com' with mean price 0.1, 1 impressions of adomain 'weather.com' with mean price 0.0, 11 impressions of adomain 'www.learnings.ai' with mean price 2.4, 1 clicks of adomain 'www.learnings.ai', 2 impressions of adomain 'xfinity.com' with mean price 0.6, 2 impressions of adomain 'yyplaygames.com' with mean price 0.0; 7 sessions in app 'com.vitastudio.mahjong', 55 ad_requests with mean bid_floor 26.9; 103 sessions in app 'easy.sudoku.puzzle.solver.free', 2843 ad_requests with mean bid_floor 21.7, 1 impressions of adomain '3m.com' with mean price 0.3, 1 impressions of adomain 'acorn.tv' with mean price 0.3, 4 impressions of adomain 'adidas.com' with mean price 0.1, 6 impressions of adomain 'allergan.com' with mean price 0.2, 67 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'amcplus.com' with mean price 0.4, 1 impressions of adomain 'anytimefitness.com' with mean price 0.4, 1 impressions of adomain 'at-v.com' with mean price 0.1, 18 impressions of adomain 'basf.com' with mean price 0.3, 4 impressions of adomain 'beiersdorf.com' with mean price 0.4, 5 impressions of adomain 'bitly.com' with mean price 0.3, 7 impressions of adomain 'boironusa.com' with mean price 0.1, 1 impressions of adomain 'bullseyelocations.com' with mean price 0.1, 8 impressions of adomain 'bushbeans.com' with mean price 0.2, 14 impressions of adomain 'campingworld.com' with mean price 0.1, 2 impressions of adomain 'chumbacasino.com' with mean price 0.2, 13 impressions of adomain 'cincinnatichildrens.org' with mean price 0.5, 1 impressions of adomain 'claconnect.com' with mean price 0.2, 1 impressions of adomain 'claridgeproducts.com' with mean price 0.8, 2 impressions of adomain 'colgate.com' with mean price 0.4, 1 impressions of adomain 'comenity.com' with mean price 0.0, 1 impressions of adomain 'correctcraft.com' with mean price 0.5, 1 impressions of adomain 'crumblcookies.com' with mean price 0.1, 1 impressions of adomain 'csysonline.com' with mean price 0.9, 7 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'discovery.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'distrokid.com' with mean price 0.1, 11 impressions of adomain 'dnb.com' with mean price 0.1, 1 impressions of adomain 'donnalivingstondesign.com' with mean price 4.3, 1 impressions of adomain 'dotmatics.com' with mean price 0.7, 4 impressions of adomain 'drinfinitisouth.com' with mean price 0.2, 1 impressions of adomain 'drinkpoppi.com' with mean price 0.8, 9 impressions of adomain 'dulcolax.com' with mean price 0.1, 20 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 2 impressions of adomain 'gardenoflife.com' with mean price 0.1, 6 impressions of adomain 'geico.com' with mean price 1.0, 5 impressions of adomain 'getquip.com' with mean price 0.1, 6 impressions of adomain 'goldbond.com' with mean price 0.5, 3 impressions of adomain 'goodnes.com' with mean price 0.6, 2 impressions of adomain 'goodrx.com' with mean price 0.1, 7 impressions of adomain 'grammarly.com' with mean price 0.1, 3 impressions of adomain 'guns.com' with mean price 0.3, 6 impressions of adomain 'haleon.com' with mean price 0.2, 12 impressions of adomain 'havertys.com' with mean price 0.3, 1 impressions of adomain 'healthrecoverysolutions.com' with mean price 0.5, 1 impressions of adomain 'hendrickspower.com' with mean price 0.8, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 7 impressions of adomain 'huggies.com' with mean price 0.2, 8 impressions of adomain 'icyhot.com' with mean price 0.2, 5 impressions of adomain 'in.gov' with mean price 0.8, 24 impressions of adomain 'ista-in.org' with mean price 0.5, 3 impressions of adomain 'jimmydean.com' with mean price 1.4, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 1 impressions of adomain 'kellanova.com' with mean price 0.3, 1 impressions of adomain 'kimcrawfordwines.com' with mean price 0.2, 1 impressions of adomain 'kindsnacks.com' with mean price 0.5, 3 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'la-z-boy.com' with mean price 0.7, 16 impressions of adomain 'lowes.com' with mean price 0.7, 1 impressions of adomain 'matter.health' with mean price 71.2, 1 impressions of adomain 'moffitt.org' with mean price 0.1, 3 impressions of adomain 'ndeo.org' with mean price 0.4, 23 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 2 impressions of adomain 'nm.org' with mean price 0.4, 2 impressions of adomain 'noblecraftcabinetry.com' with mean price 2.3, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 8 impressions of adomain 'onewheel.com' with mean price 0.1, 2 impressions of adomain 'operationsmile.org' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'papamurphys.com' with mean price 0.2, 3 impressions of adomain 'paramountplus.com' with mean price 0.2, 13 impressions of adomain 'paxlovid.com' with mean price 0.8, 4 impressions of adomain 'paycom.com' with mean price 0.2, 1 impressions of adomain 'pedialyte.com' with mean price 0.5, 10 impressions of adomain 'pennfoster.edu' with mean price 0.1, 3 impressions of adomain 'petsafe.net' with mean price 0.3, 1 impressions of adomain 'pfcesoc.com' with mean price 0.1, 1 impressions of adomain 'pfizer.com' with mean price 0.5, 3 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'principles.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'projectmoneyball.com' with mean price 4.9, 1 impressions of adomain 'qloo.com' with mean price 5.9, 2 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.1, 3 impressions of adomain 'samsclub.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 0.3, 3 impressions of adomain 'sanofi.com' with mean price 0.2, 1 impressions of adomain 'scctelcom.com' with mean price 1.2, 1 impressions of adomain 'scottbrand.com' with mean price 0.4, 1 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'secura.net' with mean price 0.4, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 11 impressions of adomain 'shsu.edu' with mean price 2.0, 1 impressions of adomain 'sleepnumber.com' with mean price 0.8, 1 impressions of adomain 'sling.com' with mean price 0.4, 2 impressions of adomain 'speedway.com' with mean price 1.1, 1 impressions of adomain 'spicelogisticsllc.com' with mean price 0.5, 1 impressions of adomain 'spok.com' with mean price 0.3, 1 impressions of adomain 'starz.com' with mean price 0.2, 28 impressions of adomain 'sullivan.edu' with mean price 0.2, 1 impressions of adomain 'surveymonkey.com' with mean price 0.1, 6 impressions of adomain 'swarovski.com' with mean price 0.1, 2 impressions of adomain 'taxact.com' with mean price 0.1, 2 impressions of adomain 'tempursealy.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.0, 1 impressions of adomain 'tysonfoods.com' with mean price 0.5, 1 impressions of adomain 'ukaydelivery.com' with mean price 0.7, 1 impressions of adomain 'unl.edu' with mean price 1.2, 1 impressions of adomain 'unverferth.com' with mean price 0.2, 162 impressions of adomain 'walmart.com' with mean price 0.6, 1 impressions of adomain 'xfinity.com' with mean price 0.3, 1 impressions of adomain 'zales.com' with mean price 0.9; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 8.2; 20 sessions in app 'in.playsimple.wordtrip', 80 ad_requests with mean bid_floor 36.1; 7 sessions in app 'od_13685', 0 ad_requests with mean bid_floor 0.0; 13 sessions in app 'puzzle.blockpuzzle.cube.relax', 2274 ad_requests with mean bid_floor 18.3, 1 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'in.gov' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'regenorganic.org' with mean price 0.9, 5 impressions of adomain 'verizon.com' with mean price 0.1, 1 impressions of adomain 'wesco.com' with mean price 0.8, 1 impressions of adomain 'yourradioplace.com' with mean price 0.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 20:22:33;time_since_impression_in_hours is 2;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 246;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.684573300403762;partition is 2204;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'easy.sudoku.puzzle.solver.free_Android_CPI(install)_abdoul_V5_MMP_100k_21_10_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'easy.sudoku.puzzle.solver.free_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '53bfca10-a5c2-422b-95d7-0e1e7652cac1;'uuid is 'c696e528-6a2a-42a6-8016-4ea6ba0b0503';bid_timestamp is '2025-01-07 20:10:33';device_id is '53bfca10-a5c2-422b-95d7-0e1e7652cac1';biddate is '2025-01-07';country is 'USA';app is 'com.yk.helpboy';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 2.77680395213724;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 487 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 10497 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.7;prior_theme_impressions_count is 6;prior_tag_clicks_count is 4 ;time_since_click is '2157517';hour is '2025-01-07 20:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.music.game.dancing.hair.beat.race', 24 ad_requests with mean bid_floor 0.5; 3 sessions in app 'com.travel.city.onet', 74 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.yk.helpboy', 61 ad_requests with mean bid_floor 15.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-07 20:13:46;time_since_impression_in_hours is 2;channel is 'USA/V/chartboost-android-sdk/com.yk.helpboy/False/98';time_since_click_in_hours is 599;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.988973009475223;partition is 2280;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2bec898b-d1d5-48ec-bdd7-16b6606491ec;'uuid is '517011b2-1820-40aa-b150-dbd3e427e1d5';bid_timestamp is '2024-12-15 18:19:01';device_id is '2bec898b-d1d5-48ec-bdd7-16b6606491ec';biddate is '2024-12-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 8.38024859004599;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is 8.210683;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 5700883 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.13;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is '5700993';hour is '2024-12-15 18:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '21 sessions in app 'com.blackout.spades', 2205 ad_requests with mean bid_floor 28.7, 1 impressions of adomain 'aloha.com' with mean price 1.0, 6 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'bbicompany.com' with mean price 0.7, 2 impressions of adomain 'carnationbreakfastessentials.com' with mean price 0.9, 1 impressions of adomain 'clorox.com' with mean price 0.5, 5 impressions of adomain 'conceptlabs.org' with mean price 0.6, 1 impressions of adomain 'elfcosmetics.com' with mean price 1.7, 1 impressions of adomain 'mcdonalds.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 6 impressions of adomain 'pepsico.com' with mean price 1.9, 11 impressions of adomain 'rocketmortgage.com' with mean price 1.1, 5 impressions of adomain 'tula.com' with mean price 0.6, 1 impressions of adomain 'walmart.com' with mean price 0.4; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 4.9; 2 sessions in app 'com.shahriar.iulksdftyhg', 16 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.ttf.StickmanKombat', 97 ad_requests with mean bid_floor 16.3; 1 sessions in app 'com.yallaplay.spadesmasters', 14 ad_requests with mean bid_floor 78.5; 1 sessions in app 'spades.solitaire.card.games.free', 4 ad_requests with mean bid_floor 43.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-15 18:25:17;time_since_impression_in_hours is 1583;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1584;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.590898073048501;partition is 1043;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'bloom_com.blackout.spades_CAN_7d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '66a64ecc-93b6-4adf-854d-7d877d856157;'uuid is '426a8d59-a730-4dc1-bd0d-8eedfd215b11';bid_timestamp is '2025-01-16 2:16:00';device_id is '66a64ecc-93b6-4adf-854d-7d877d856157';biddate is '2025-01-16';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 31.4310466477773;target_cpi is 1.55661735477552;campaign is 57945;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 5.2 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.27;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-16 02:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior_stats_in_past is '2 sessions in app 'com.fbig.spades', 31 ad_requests with mean bid_floor 4.6; 199 sessions in app 'com.metropcs.metrozone', 806 ad_requests with mean bid_floor 110.4; 20 sessions in app 'com.mobilityware.CrazyEights', 3423 ad_requests with mean bid_floor 29.4, 5 impressions of adomain 'amazon.com' with mean price 0.1, 2 impressions of adomain 'apero.global' with mean price 2.0, 1 impressions of adomain 'appquantum.com' with mean price 0.1, 6 impressions of adomain 'aucatzylhcp.com' with mean price 0.2, 11 impressions of adomain 'audible.com' with mean price 0.1, 4 impressions of adomain 'bbumgames.com' with mean price 4.9, 2 impressions of adomain 'benjaminone.com' with mean price 0.1, 1 clicks of adomain 'berslex.com', 1 impressions of adomain 'berslex.com' with mean price 29.9, 1 clicks of adomain 'bestplay.app', 10 impressions of adomain 'bestplay.app' with mean price 6.4, 1 clicks of adomain 'bibliaconsigo.com', 2 impressions of adomain 'bibliaconsigo.com' with mean price 3.0, 13 impressions of adomain 'caesars.com' with mean price 0.1, 11 impressions of adomain 'callapp.com' with mean price 0.7, 2 impressions of adomain 'camelgames.com' with mean price 4.3, 1 impressions of adomain 'campingworld.com' with mean price 0.1, 5 impressions of adomain 'cbsinteractive.com' with mean price 3.1, 1 impressions of adomain 'cgeno.com' with mean price 0.2, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 12.9, 67 impressions of adomain 'chumbacasino.com' with mean price 0.1, 2 impressions of adomain 'comcast.com' with mean price 3.3, 1 impressions of adomain 'consumertestconnect.com' with mean price 19.5, 1 impressions of adomain 'dave.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 8 impressions of adomain 'exmox.com' with mean price 0.7, 1 impressions of adomain 'freecash.com' with mean price 3.7, 2 impressions of adomain 'goodjobgames.com' with mean price 0.1, 1 impressions of adomain 'gopuff.com' with mean price 0.1, 4 impressions of adomain 'helpingupmission.org' with mean price 1.8, 1 impressions of adomain 'hsn.com' with mean price 1.6, 1 impressions of adomain 'hystlerunn.com' with mean price 0.1, 1 impressions of adomain 'ibotta.com' with mean price 0.1, 5 impressions of adomain 'icaretransportation.net' with mean price 0.1, 1 impressions of adomain 'illinoislottery.com' with mean price 0.1, 4 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'instagram.com' with mean price 0.3, 1 impressions of adomain 'investinourland.org' with mean price 0.6, 3 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.1, 9 impressions of adomain 'justdice.io' with mean price 0.1, 8 impressions of adomain 'king.com' with mean price 7.5, 1 impressions of adomain 'kobayashi.com' with mean price 0.1, 1 impressions of adomain 'kovocredit.com' with mean price 11.6, 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 0.1, 4 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.1, 6 impressions of adomain 'lutech.vn' with mean price 11.7, 3 impressions of adomain 'marcus.com' with mean price 0.1, 2 impressions of adomain 'mattel163.com' with mean price 0.2, 1 impressions of adomain 'meetava.com' with mean price 0.1, 1 impressions of adomain 'metamucil.com' with mean price 0.7, 1 impressions of adomain 'mhitpoker.com' with mean price 3.3, 2 impressions of adomain 'monsterenergy.com' with mean price 2.7, 2 impressions of adomain 'moonpay.com' with mean price 0.1, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 31.4, 1 impressions of adomain 'onivyde.com' with mean price 0.1, 1 impressions of adomain 'paint.by.number' with mean price 0.1, 7 impressions of adomain 'paintbynumber.app' with mean price 0.1, 5 impressions of adomain 'paramountplus.com' with mean price 0.4, 4 impressions of adomain 'peacocktv.com' with mean price 0.1, 1 clicks of adomain 'piscess.top', 6 impressions of adomain 'piscess.top' with mean price 14.6, 8 impressions of adomain 'pluto.tv' with mean price 11.9, 1 impressions of adomain 'principles.com' with mean price 6.3, 7 impressions of adomain 'productmadness.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.5, 5 impressions of adomain 'samsung.com' with mean price 4.0, 3 impressions of adomain 'scopely.com' with mean price 0.1, 18 impressions of adomain 'self.inc' with mean price 0.1, 3 impressions of adomain 'siriusxm.com' with mean price 0.1, 5 impressions of adomain 'speedcash.com' with mean price 0.7, 1 clicks of adomain 'squareup.com', 7 impressions of adomain 'squareup.com' with mean price 6.3, 22 impressions of adomain 'subaru.com' with mean price 0.4, 6 impressions of adomain 'supertreat.net' with mean price 0.1, 3 impressions of adomain 'support.indeed.com' with mean price 7.8, 4 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 18 impressions of adomain 'tech.pokergaga.net' with mean price 2.1, 1 impressions of adomain 'technify.vn' with mean price 3.5, 23 impressions of adomain 'textnow.com' with mean price 3.6, 1 impressions of adomain 'vicks.com' with mean price 0.7, 2 impressions of adomain 'videoscc.uk' with mean price 5.7, 1 impressions of adomain 'wave.studio' with mean price 3.3, 7 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'wujie.chat' with mean price 9.4, 1 impressions of adomain 'wurl.com' with mean price 0.5, 1 impressions of adomain 'xd-website.tooltigers.com' with mean price 21.0, 1 impressions of adomain 'yahoo.com' with mean price 0.1; 1 sessions in app 'com.newpubco.spades', 22 ad_requests with mean bid_floor 12.8, 4 impressions of adomain 'helpingupmission.org' with mean price 1.1, 1 clicks of adomain 'newpub.co/hearts', 1 impressions of adomain 'newpub.co/hearts' with mean price 38.6, 1 impressions of adomain 'progressive.com' with mean price 0.7; 2 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 37 ad_requests with mean bid_floor 10.5, 1 impressions of adomain 'pluto.tv' with mean price 4.9; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.vista.player.tektok.video', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.voolpro.mvoolpro', 9 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.wildcard.classicspades', 22 ad_requests with mean bid_floor 6.2, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4; 1 sessions in app 'download.videobrowser.videobrowser', 5 ad_requests with mean bid_floor 3.1; 1 sessions in app 'xyz.downwwn.aries', 7 ad_requests with mean bid_floor 4.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-16 2:21:46;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.156245077072447;partition is 3539;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_21_12_2024' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '046eb080-9ffb-440c-833b-33353b81c4f6;'uuid is '3d8fca1d-8419-4e02-a34f-d3c914187110';bid_timestamp is '2024-12-26 1:20:50';device_id is '046eb080-9ffb-440c-833b-33353b81c4f6';biddate is '2024-12-26';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 48.4467097723992;target_cpi is 1.88694614175738;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 70.666667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 99784 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.56;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '99782';hour is '2024-12-26 01:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '4 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 38 ad_requests with mean bid_floor 28.6; 1 sessions in app 'com.blackout.pool', 5 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.fc.nut.screw.bolt.washer.fastener.puzzle', 15 ad_requests with mean bid_floor 57.8; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.9; 42 sessions in app 'com.local.news.plus', 121 ad_requests with mean bid_floor 41.6; 3 sessions in app 'com.merge6.mergeremove.goods', 8 ad_requests with mean bid_floor 23.8; 68 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 4153 ad_requests with mean bid_floor 12.7, 1 impressions of adomain 'ballsort.gurugame.ai' with mean price 10.5, 1 impressions of adomain 'fruit-gaming.com' with mean price 18.1, 1 impressions of adomain 'healthprimal.com' with mean price 15.3, 1 clicks of adomain 'metabolicmaintenance.com', 2 impressions of adomain 'metabolicmaintenance.com' with mean price 10.5; 2 sessions in app 'com.warrior.block.squib', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.warrior.puzzle.screw', 4 ad_requests with mean bid_floor 1.4; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 4.5; 2 sessions in app 'in.playsimple.wordsearch', 61 ad_requests with mean bid_floor 7.4; 81 sessions in app 'kjv.bible.kingjamesbible', 6497 ad_requests with mean bid_floor 46.2; 1 sessions in app 'net.zedge.android', 2 ad_requests with mean bid_floor 23.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-26 1:24:05;time_since_impression_in_hours is 27;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 28;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.84455167839976;partition is 1027;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is ';'uuid is 'daee3cb7-b289-4402-8e45-5e82e2d03033';bid_timestamp is '2025-02-01 11:31:17';device_id is '84f1131c-cfdf-496b-80f5-6e32c8641149';biddate is '2025-02-01';country is 'USA';app is 'com.hocvienninja.gp';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'applovin';raw_price is 0.17964386227897;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-01 11:00:00+00:00';day_of_week is '5';os_version is 10;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/com.hocvienninja.gp/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.423862806334596;partition is 1027;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd0793ca0-656a-49e2-b2b8-a770a94804df;'uuid is '1b67b777-769e-4231-8fb8-2e03217dce25';bid_timestamp is '2025-02-02 8:38:57';device_id is 'd0793ca0-656a-49e2-b2b8-a770a94804df';biddate is '2025-02-02';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 46.6146194665065;target_cpi is 2;campaign is 58210;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 39.196256;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 12932976 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 7.39;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '12932973';hour is '2025-02-02 08:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'com.apalon.myclockfree', 2 ad_requests with mean bid_floor 0.0; 9 sessions in app 'com.blackout.spades', 263 ad_requests with mean bid_floor 17.8, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 46.6; 1 sessions in app 'com.block3d.away.tapmaster.brainteaser.cube.puzzlegames', 2 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.car.jam.puzzle', 69 ad_requests with mean bid_floor 41.2; 1 sessions in app 'com.codeway.brainapp', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.easystudio.screw.pin.jam.puzzle', 24 ad_requests with mean bid_floor 74.6; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 6.3; 7 sessions in app 'com.grindrapp.android', 40 ad_requests with mean bid_floor 3.6; 2 sessions in app 'com.ig.bus.out', 50 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.kbible.htimegix', 89 ad_requests with mean bid_floor 90.0; 1 sessions in app 'com.language.translate.translator.voicetranslator.cameratranslate', 3 ad_requests with mean bid_floor 100.4; 5 sessions in app 'com.newpubco.spades', 791 ad_requests with mean bid_floor 23.0, 5 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 4 impressions of adomain 'honda.com' with mean price 0.6, 1 impressions of adomain 'intuit.com' with mean price 2.0, 1 impressions of adomain 'juddblack.com' with mean price 0.6, 6 impressions of adomain 'roguenicotine.com' with mean price 0.8, 2 impressions of adomain 'uwmedicine.org' with mean price 0.8; 6 sessions in app 'com.offerup', 6 ad_requests with mean bid_floor 6.8; 4 sessions in app 'com.wood.bolt.wordle.screw.nuts.puzzle', 41 ad_requests with mean bid_floor 4.7, 1 impressions of adomain 'mendocinofarms.com' with mean price 0.8, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 9 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 151 ad_requests with mean bid_floor 2.3; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 9.8; 2 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 15.5; 3 sessions in app 'jp.co.goodroid.hyper.hexaaway', 66 ad_requests with mean bid_floor 3.1, 2 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'dramabox.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 5 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'safemobileprotect.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'puzzle.game.find.differences', 13 ad_requests with mean bid_floor 2.4; 6 sessions in app 'slingshot.building.destroy', 296 ad_requests with mean bid_floor 47.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45693.7960300926;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-03 2:17:38;time_since_impression_in_hours is 3592;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3592;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.330100139754144;partition is 4086;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_100k' 'com.dekovir.wordrift_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'loppipoppi.numbermatch_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.dekovir.wordrift_Android_CPA(1776)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mounthorse.travelmatch_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'loppipoppi.numbermatch_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'and.lihuhu.findmatch_apps_embeddings_similarity' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.games.joinblocks_apps_embeddings_similarity' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V3_500k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_100k' 'com.block.juggle_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4f8f6b40-f26d-4ca0-9e6d-cffdd7b175f8;'uuid is 'b1afb7cf-7ae1-4f64-b62a-ba446686bd44';bid_timestamp is '2024-12-15 18:31:26';device_id is '4f8f6b40-f26d-4ca0-9e6d-cffdd7b175f8';biddate is '2024-12-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.60600674194628;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 2.714448;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 148168 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.59;prior_theme_impressions_count is 8;prior_tag_clicks_count is 1 ;time_since_click is '1192579';hour is '2024-12-15 18:00:00+00:00';day_of_week is '6';os_version is 11;user_behavior_stats_in_past is '34 sessions in app 'com.blackout.spades', 15133 ad_requests with mean bid_floor 26.9, 10 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'anthem.com' with mean price 1.6, 1 impressions of adomain 'arkansas.com' with mean price 0.7, 1 impressions of adomain 'chromewebdata' with mean price 0.2, 1 impressions of adomain 'cottonwoodsprings.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 3 impressions of adomain 'epicor.com' with mean price 0.5, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.3, 1 impressions of adomain 'lenscrafters.com' with mean price 0.0, 2 impressions of adomain 'mcdonalds.com' with mean price 0.1, 2 impressions of adomain 'mikmak.tv' with mean price 1.4, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 3 impressions of adomain 'newpub.co' with mean price 2.5, 3 impressions of adomain 'newpub.co/spades' with mean price 3.0, 4 impressions of adomain 'nutrafol.com' with mean price 0.4, 8 impressions of adomain 'paramountplus.com' with mean price 0.4, 5 impressions of adomain 'pngaming.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 1.3, 1 impressions of adomain 'shipt.com' with mean price 1.1, 1 impressions of adomain 'southwest.com' with mean price 0.3, 1 impressions of adomain 'spectrumbrands.com' with mean price 0.3, 6 impressions of adomain 'starz.com' with mean price 0.5, 1 impressions of adomain 'ticketmaster.com' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 5.0, 1 impressions of adomain 'wacondaboats.com' with mean price 0.6, 2 impressions of adomain 'walmart.com' with mean price 0.1, 1 impressions of adomain 'workoutanytimelenexa.com' with mean price 1.1; 1 sessions in app 'com.fiogonia.spades', 28 ad_requests with mean bid_floor 22.3; 1 sessions in app 'com.pink.cute.wallpapers', 1 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.staplegames.blocksClassicSGGP', 22 ad_requests with mean bid_floor 41.1; 7 sessions in app 'in.playsimple.wordtrip', 67 ad_requests with mean bid_floor 12.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 41;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 331;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.142435797556333;partition is 4086;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '00a072e2-5679-4a43-b4cd-d18a97dfa969;'uuid is '5ce50c01-9df0-4d73-bb5c-14a93d3160d0';bid_timestamp is '2024-12-13 1:43:51';device_id is '00a072e2-5679-4a43-b4cd-d18a97dfa969';biddate is '2024-12-13';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 7.59648131206631;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 5.9203 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 18577269 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.48;prior_theme_impressions_count is 2;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-13 01:00:00+00:00';day_of_week is '4';os_version is 11;user_behavior_stats_in_past is '1 sessions in app 'com.anti.virus.security', 12 ad_requests with mean bid_floor 81.6; 12 sessions in app 'com.braindom', 866 ad_requests with mean bid_floor 16.6; 2 sessions in app 'com.mind.quiz.brain.out', 7 ad_requests with mean bid_floor 3.7; 7 sessions in app 'com.mnogogames.triviascapes', 47 ad_requests with mean bid_floor 0.0; 61 sessions in app 'com.mobilityware.GinRummySolitaire', 5738 ad_requests with mean bid_floor 13.8, 1 clicks of adomain 'azurgames.com', 1 impressions of adomain 'azurgames.com' with mean price 2.7, 6 clicks of adomain 'bibliaconsigo.com', 9 impressions of adomain 'bibliaconsigo.com' with mean price 4.1, 1 clicks of adomain 'cbsinteractive.com', 1 impressions of adomain 'cbsinteractive.com' with mean price 3.8, 1 impressions of adomain 'dave.com' with mean price 2.0, 1 clicks of adomain 'empfohlen.de', 1 impressions of adomain 'empfohlen.de' with mean price 2.0, 3 impressions of adomain 'flo.health' with mean price 3.1, 1 clicks of adomain 'flo.health', 1 impressions of adomain 'healthapplines.com' with mean price 2.2, 2 impressions of adomain 'healthprimal.com' with mean price 8.7, 1 impressions of adomain 'kovocredit.com' with mean price 3.6, 1 clicks of adomain 'kovocredit.com', 1 impressions of adomain 'lyft.com' with mean price 1.7, 1 clicks of adomain 'lyft.com', 1 impressions of adomain 'metabolicmaintenance.com' with mean price 10.1, 2 impressions of adomain 'mintegral.com' with mean price 1.9, 1 clicks of adomain 'mintegral.com', 1 impressions of adomain 'newrm.calulatorsecret.com' with mean price 3.7, 1 impressions of adomain 'piscess.top' with mean price 2.7, 1 clicks of adomain 'piscess.top', 4 clicks of adomain 'playtika.com', 4 impressions of adomain 'playtika.com' with mean price 4.1, 1 clicks of adomain 'pluto.tv', 2 impressions of adomain 'pluto.tv' with mean price 3.1, 1 clicks of adomain 'support.indeed.com', 2 impressions of adomain 'support.indeed.com' with mean price 2.2, 1 impressions of adomain 'tech.pokergaga.net' with mean price 3.5, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'textnow.com' with mean price 2.9, 2 clicks of adomain 'tubitv.com', 5 impressions of adomain 'tubitv.com' with mean price 3.3, 3 clicks of adomain 'wedobest.com.cn', 4 impressions of adomain 'wedobest.com.cn' with mean price 3.5, 1 impressions of adomain 'y551ac2d.app-ads-txt.com' with mean price 2.9; 30 sessions in app 'com.playvalve.wsjourney', 3464 ad_requests with mean bid_floor 102.7, 5 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'boehringer-ingelheim.com' with mean price 1.4, 1 clicks of adomain 'newpub.co', 6 impressions of adomain 'newpub.co' with mean price 26.4, 1 impressions of adomain 'shoppersvoice.com' with mean price 1.8, 1 impressions of adomain 'walmart.com' with mean price 0.5; 1 sessions in app 'com.qoni.guesstheiranswer', 15 ad_requests with mean bid_floor 4.0; 2 sessions in app 'com.screw.away.pin.puzzle.and', 56 ad_requests with mean bid_floor 49.0; 2 sessions in app 'com.soulcompany.bubbleshooter.relaxing', 65 ad_requests with mean bid_floor 28.5; 1 sessions in app 'com.tellmewow.senior.wheel.fortune', 1 ad_requests with mean bid_floor 30.5; 1 sessions in app 'com.trivia.star.android', 65 ad_requests with mean bid_floor 65.1; 1 sessions in app 'com.umi.feudlive', 15 ad_requests with mean bid_floor 186.4; 3 sessions in app 'com.unicostudio.braintestlegacy', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 60.3; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 5.3; 1 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 12.5; 11 sessions in app 'kjv.bible.kingjamesbible', 36 ad_requests with mean bid_floor 0.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-13 1:56:12;time_since_impression_in_hours is 5160;channel is 'USA/V/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0676868643360252;partition is 1372;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'cd981d40-64c7-47f2-b976-2f33bb3bee0f;'uuid is '609c66ac-6a08-4b97-afec-403211ed1eed';bid_timestamp is '2025-02-08 15:50:48';device_id is 'cd981d40-64c7-47f2-b976-2f33bb3bee0f';biddate is '2025-02-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 35.3489382244777;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 3444333 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1.39;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is '3444330';hour is '2025-02-08 15:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '11 sessions in app 'car.jam.traffic.seat.unblock', 556 ad_requests with mean bid_floor 57.9; 1 sessions in app 'car.parking.jam.solver.puzzle.games', 16 ad_requests with mean bid_floor 117.1; 1 sessions in app 'com.DefaultCompany.HoboLife', 32 ad_requests with mean bid_floor 69.1, 1 clicks of adomain 'voodoo.io', 1 impressions of adomain 'voodoo.io' with mean price 20.6; 1 sessions in app 'com.PlayHallaGames.BallsNRopes', 99 ad_requests with mean bid_floor 76.7, 3 impressions of adomain 'amazon.com' with mean price 0.9; 2 sessions in app 'com.TrofyGames.UboatAttack', 31 ad_requests with mean bid_floor 7.7; 1 sessions in app 'com.ZenithGames.PuzzlePush', 8 ad_requests with mean bid_floor 7.0, 1 impressions of adomain 'paramount.com' with mean price 1.5; 2 sessions in app 'com.age.sails', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.ai.dogtranslator.animaltranslator', 10 ad_requests with mean bid_floor 62.6; 1 sessions in app 'com.aliensidea.oiltycoon.overseas', 7 ad_requests with mean bid_floor 19.2; 3 sessions in app 'com.bbumgames.opa', 32 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.bid.master.war.auction.battle', 9 ad_requests with mean bid_floor 4.1; 19 sessions in app 'com.blackout.backgammon', 143 ad_requests with mean bid_floor 6.0, 1 impressions of adomain 'bidease.com_101931' with mean price 0.9, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 2 impressions of adomain 'meijer.com' with mean price 1.6, 1 impressions of adomain 'mobilityware.com' with mean price 0.3, 3 impressions of adomain 'voodoo.io' with mean price 0.6; 8 sessions in app 'com.blackout.spades', 291 ad_requests with mean bid_floor 46.2, 1 impressions of adomain 'michiganlottery.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'yahoo.com' with mean price 0.4; 6 sessions in app 'com.bounce.ball2048', 285 ad_requests with mean bid_floor 16.3, 14 impressions of adomain 'amazon.com' with mean price 1.5, 1 impressions of adomain 'dteenergy.com' with mean price 1.0; 1 sessions in app 'com.bricksball.journey.gp', 11 ad_requests with mean bid_floor 9.2, 1 impressions of adomain 'aloha.com' with mean price 1.3, 18 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'sleepdoctormattress.com' with mean price 1.0; 1 sessions in app 'com.easybrain.backgammon.board.games', 47 ad_requests with mean bid_floor 10.1, 1 impressions of adomain 'adidas.com' with mean price 0.3, 1 impressions of adomain 'meijer.com' with mean price 0.4, 1 impressions of adomain 'pfizer.com' with mean price 1.1, 1 impressions of adomain 'poise.com' with mean price 0.7; 13 sessions in app 'com.feelnside.explodeme', 514 ad_requests with mean bid_floor 20.0, 7 impressions of adomain 'amazon.com' with mean price 0.5, 3 impressions of adomain 'depend.com' with mean price 1.0, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'ezcater.com' with mean price 0.3, 10 impressions of adomain 'flagstar.com' with mean price 0.5, 1 impressions of adomain 'hain.com' with mean price 0.5, 1 impressions of adomain 'homemarketfoods.com' with mean price 1.0, 1 impressions of adomain 'ijm.org' with mean price 0.3, 1 impressions of adomain 'implus.com' with mean price 0.6, 16 impressions of adomain 'intuit.com' with mean price 1.0, 2 impressions of adomain 'kindsnacks.com' with mean price 0.6, 1 impressions of adomain 'kraftheinz.com' with mean price 0.7, 1 impressions of adomain 'libtayo.com' with mean price 1.2, 1 impressions of adomain 'meijer.com' with mean price 1.2, 1 impressions of adomain 'naturesbounty.com' with mean price 0.8, 1 impressions of adomain 'nordictrack.com' with mean price 0.4, 2 impressions of adomain 'paramountplus.com' with mean price 1.3, 1 impressions of adomain 'poise.com' with mean price 0.3, 2 impressions of adomain 'rangeusa.com' with mean price 1.1, 1 impressions of adomain 'ruizfoods.com' with mean price 1.5, 1 impressions of adomain 'sanofi.com' with mean price 0.4, 2 impressions of adomain 'sfdbrands.com' with mean price 0.5, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.4, 1 impressions of adomain 'sling.com' with mean price 0.6, 3 impressions of adomain 'starbucks.com' with mean price 1.5, 1 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.6, 2 impressions of adomain 'utoledo.edu' with mean price 0.8, 1 impressions of adomain 'valvolineglobal.com' with mean price 0.7, 1 impressions of adomain 'voodoo.io' with mean price 15.0, 24 impressions of adomain 'walmart.com' with mean price 1.8; 2 sessions in app 'com.fiogonia.spades', 22 ad_requests with mean bid_floor 37.9; 2 sessions in app 'com.freeplay.timber.craft', 66 ad_requests with mean bid_floor 2.2; 4 sessions in app 'com.funcraft.farkle', 158 ad_requests with mean bid_floor 18.6, 4 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.1; 4 sessions in app 'com.game5mobile.circlesort', 49 ad_requests with mean bid_floor 3.9, 1 impressions of adomain 'kanga-roof.com' with mean price 2.5, 2 impressions of adomain 'miniustorage.com' with mean price 0.9; 1 sessions in app 'com.goca.car', 3 ad_requests with mean bid_floor 6.6; 1 sessions in app 'com.habby.archero', 6 ad_requests with mean bid_floor 133.4; 3 sessions in app 'com.hapiga.mergegun', 93 ad_requests with mean bid_floor 49.8; 2 sessions in app 'com.hexa.master.puzzle.match3d', 12 ad_requests with mean bid_floor 2.8; 2 sessions in app 'com.higgs.slotsmash', 83 ad_requests with mean bid_floor 60.9; 2 sessions in app 'com.hit.box', 36 ad_requests with mean bid_floor 9.1, 1 impressions of adomain 'voodoo.io' with mean price 0.7; 2 sessions in app 'com.ig.epic.merge', 95 ad_requests with mean bid_floor 6.5; 9 sessions in app 'com.itchmedia.ta3', 114 ad_requests with mean bid_floor 23.6, 10 impressions of adomain 'bk.com' with mean price 5.8, 5 impressions of adomain 'huntington.com' with mean price 5.2; 2 sessions in app 'com.iu.armypioneer', 8 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.mindy.grap1', 6 ad_requests with mean bid_floor 0.8; 11 sessions in app 'com.mobilityware.CrazyEights', 475 ad_requests with mean bid_floor 47.2, 1 impressions of adomain '9snail.com' with mean price 0.1, 6 impressions of adomain 'audible.com' with mean price 0.3, 1 impressions of adomain 'beiersdorf.com' with mean price 0.7, 4 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bgfoods.com' with mean price 0.6, 1 impressions of adomain 'bioma.health' with mean price 0.2, 2 impressions of adomain 'brightsidedental.com' with mean price 0.3, 1 impressions of adomain 'dickssportinggoods.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'exmox.com' with mean price 0.1, 1 impressions of adomain 'gan.com' with mean price 0.1, 1 impressions of adomain 'germaintoyotaofdundee.com' with mean price 0.6, 2 impressions of adomain 'giovanniranausa.com' with mean price 0.5, 9 impressions of adomain 'instagram.com' with mean price 0.3, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.7, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'nianticlabs.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.1, 3 impressions of adomain 'productmadness.com' with mean price 0.2, 1 impressions of adomain 'rogersandhollands.com' with mean price 0.1, 1 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'simplebro.co' with mean price 0.1, 3 impressions of adomain 'tech.pokergaga.net' with mean price 17.5, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'us.betrivers.net' with mean price 0.1, 1 impressions of adomain 'vicks.com' with mean price 0.8, 13 impressions of adomain 'voodoo.io' with mean price 0.7; 2 sessions in app 'com.nbstudio.towercolor', 37 ad_requests with mean bid_floor 115.3; 1 sessions in app 'com.nextepisode.roperescue', 4 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.nomonkeys.ballblast', 9 ad_requests with mean bid_floor 4.5; 6 sessions in app 'com.nopegames.coffeemania', 44 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.obg.hunting.clash.wild.hunter.deer.jungle.hunter.real.hunting.game', 17 ad_requests with mean bid_floor 3.0; 3 sessions in app 'com.ohmgames.smashthemall', 40 ad_requests with mean bid_floor 7.0, 3 impressions of adomain 'generalmills.com' with mean price 2.1, 1 impressions of adomain 'intuit.com' with mean price 2.7; 29 sessions in app 'com.oreon.hexablast', 269 ad_requests with mean bid_floor 2.9; 3 sessions in app 'com.oreon.trapall', 31 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.save.princess.girl.dragon.out.and', 16 ad_requests with mean bid_floor 9.5, 1 clicks of adomain 'voodoo.io', 1 impressions of adomain 'voodoo.io' with mean price 21.1; 2 sessions in app 'com.scopely.yux', 27 ad_requests with mean bid_floor 27.7; 1 sessions in app 'com.screw.puzzle.nuts_android', 4 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.sports.eightball.pool.rival', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.th.document', 9 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.threepotatoes.bowsmash', 38 ad_requests with mean bid_floor 3.1; 4 sessions in app 'com.tripledot.woodoku', 429 ad_requests with mean bid_floor 10.3, 1 impressions of adomain 'abbottnutrition.com' with mean price 1.1, 2 impressions of adomain 'geico.com' with mean price 7.5, 20 impressions of adomain 'mccormick.com' with mean price 1.6, 1 impressions of adomain 'naturesbounty.com' with mean price 0.6, 1 impressions of adomain 'nexium24hr.com' with mean price 0.6, 1 impressions of adomain 'paintbynumber.app' with mean price 0.3, 1 impressions of adomain 'paramount.com' with mean price 0.6, 1 impressions of adomain 'robitussin.com' with mean price 0.6, 1 impressions of adomain 'tums.com' with mean price 0.6, 8 impressions of adomain 'voodoo.io' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 2 impressions of adomain 'www.learnings.ai' with mean price 32.8, 1 impressions of adomain 'www.solitairecardstudio.com' with mean price 44.4; 1 sessions in app 'com.u14.backyardmaster', 11 ad_requests with mean bid_floor 1.8, 6 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'com.unicostudio.fortunewords', 8 ad_requests with mean bid_floor 1.2, 1 impressions of adomain 'donate.charitable.one' with mean price 3.2; 7 sessions in app 'com.vincentb.MobControl', 112 ad_requests with mean bid_floor 4.8, 4 impressions of adomain 'amazon.com' with mean price 0.7; 2 sessions in app 'com.water.balls', 159 ad_requests with mean bid_floor 61.8; 1 sessions in app 'com.whhifztfsc.chldzzrrqp', 5 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.wordgame.words.connect', 29 ad_requests with mean bid_floor 9.6; 1 sessions in app 'com.zm.nuts', 12 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.zombie.cup.puzzle', 15 ad_requests with mean bid_floor 9.6; 2 sessions in app 'com.zxm.demolitiontruck', 5 ad_requests with mean bid_floor 4.2; 2 sessions in app 'games.flexus.trainminer', 39 ad_requests with mean bid_floor 5.1; 1 sessions in app 'gunshop.idle.store.tycoon.games', 19 ad_requests with mean bid_floor 7.5; 2 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 33.4; 1 sessions in app 'jp.samuraidev.pj000066', 1 ad_requests with mean bid_floor 0.0; 22 sessions in app 'screw.sort.match.jam.puzzle', 3892 ad_requests with mean bid_floor 47.1; 1 sessions in app 'tr.com.apps.drill.and.collect', 14 ad_requests with mean bid_floor 6.2; 1 sessions in app 'tr.com.playin.zombees', 7 ad_requests with mean bid_floor 1.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 15:52:54;time_since_impression_in_hours is 956;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 957;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.164435704613385;partition is 2250;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(creativeId)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(offer)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.partyup.blockjam_apps_embeddings_similarity' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(Rewarded_1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog4)_abdoul_V3_100k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.redcell.goldandgoblins_Android_CPA(prog4)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(5_mine_0_day)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V3_100k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA_prog2_abdoul_500k_08_20_2024' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(creativeId)_abdoul_V4_100k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(hardspend)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(creativeId)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(af_tutorial_completion)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(5_mine_0_day)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(hardget)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA_prog4_abdoul_500k_08_20_2024' 'com.redcell.goldandgoblins_Android_CPA(RV_finish)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(RV_finish)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_30d' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(creativeId)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPA(hardget)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_80' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '1398895e-b170-458f-bd61-0d7e2f1a0971;'uuid is 'f87ef5e7-4644-475f-b772-6b6cb43fcc12';bid_timestamp is '2025-02-06 5:38:29';device_id is '1398895e-b170-458f-bd61-0d7e2f1a0971';biddate is '2025-02-06';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 14.9999999999999;target_cpi is 3.71999999999999;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 've';bid_floor is 5.0244 ;min_floor is 5.0244 ;bidmachine_placement_value is 5.707692;placement_historical_value is 15.426107;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 05:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.justplay.app', 5 ad_requests with mean bid_floor 3.4; 23 sessions in app 'com.kamagames.videopoker', 33 ad_requests with mean bid_floor 2.8; 2 sessions in app 'com.money.time', 2 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.newpubco.spades', 46 ad_requests with mean bid_floor 20.7; 3 sessions in app 'com.nexonm.dominations.adk', 5 ad_requests with mean bid_floor 0.9; 1 sessions in app 'com.playvalve.connect.dots', 282 ad_requests with mean bid_floor 80.0, 1 impressions of adomain 'freecash.com' with mean price 18.5; 1 sessions in app 'com.playvalve.dominoes', 460 ad_requests with mean bid_floor 99.1; 14 sessions in app 'com.playvalve.spades', 2782 ad_requests with mean bid_floor 106.2, 6 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'ballys.com' with mean price 20.5, 1 impressions of adomain 'bighugegames.com' with mean price 1.3, 2 impressions of adomain 'buzzcast.info' with mean price 7.4, 1 impressions of adomain 'fcticlassaction.com' with mean price 0.5, 3 clicks of adomain 'freecash.com', 8 impressions of adomain 'freecash.com' with mean price 17.9, 1 impressions of adomain 'galderma.com' with mean price 0.4, 1 impressions of adomain 'instagram.com' with mean price 0.4, 1 clicks of adomain 'mycashery.com', 1 impressions of adomain 'mycashery.com' with mean price 14.1, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 15.0, 1 impressions of adomain 'numerator.com' with mean price 0.6; 5 sessions in app 'com.rovio.dream', 36 ad_requests with mean bid_floor 164.4; 24 sessions in app 'com.superplaystudios.dicedreams', 30 ad_requests with mean bid_floor 13.2; 6 sessions in app 'com.ultimate.tournament', 565 ad_requests with mean bid_floor 34.1; 1 sessions in app 'loppipoppi.dominoes', 18 ad_requests with mean bid_floor 15.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 5:44:18;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.125764661025985;partition is 3443;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.redcell.goldandgoblins_Android_CPA(Rewarded_1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V5_2000k' 'bloom_com.playvalve.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_11_10_2024' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_and_ag_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.murka.scatterslots_apps_embeddings_similarity' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_LOW_VAR_AG_100k_01_25_2025' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_95' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '694668ee-745b-4122-835f-5f5ffc81de99;'uuid is '3b14df67-cb32-4ac3-9a06-fe9578812bf3';bid_timestamp is '2025-01-04 4:06:08';device_id is '694668ee-745b-4122-835f-5f5ffc81de99';biddate is '2025-01-04';country is 'USA';app is 'com.easybrain.word.puzzle.game';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'ef7cdf78f425a0a5825c624a0ab03ca8';display_manager is 'bidmachine';raw_price is 19.9239;target_cpi is 6.13903389701837;campaign is 57720;creative_id is 229348;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'vi';bid_floor is 19.9139 ;min_floor is ;bidmachine_placement_value is 5;placement_historical_value is 7.43652;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 442747 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.44;prior_theme_impressions_count is 2;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-04 04:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.easybrain.word.puzzle.game', 152 ad_requests with mean bid_floor 12.1, 1 impressions of adomain 'bobcat.com' with mean price 1.2, 1 impressions of adomain 'gillette.com' with mean price 0.2, 2 impressions of adomain 'hulu.com' with mean price 1.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'tropicalsmoothiecafe.com' with mean price 0.3, 1 impressions of adomain 'walmart.com' with mean price 0.4; 22 sessions in app 'com.mobilityware.Spades', 1992 ad_requests with mean bid_floor 16.3, 1 impressions of adomain 'doc-hosting.flycricket.io' with mean price 4.1, 1 clicks of adomain 'igg.com', 1 impressions of adomain 'igg.com' with mean price 2.6, 1 clicks of adomain 'underdogfantasy.com', 1 impressions of adomain 'underdogfantasy.com' with mean price 5.0; 1 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 11.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-04 4:13:29;time_since_impression_in_hours is 122;channel is 'USA/V/bidmachine/com.easybrain.word.puzzle.game/False/33';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.213149322897496;partition is 2739;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.hearts_retargeting_Android_CPI_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(creativeId)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(Rewarded_1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.aaaudi.biblecode_Android_CPI_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(af_tutorial_completion)_abdoul_V3_100k' 'com.redcell.goldandgoblins_Android_CPA(af_tutorial_completion)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.justblock_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA_prog4_abdoul_500k_08_20_2024' 'com.redcell.goldandgoblins_Android_CPA(RV_finish)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'explore' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPA(10level_complete_beforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '9ef7939a-e3a5-4b39-880f-8e8d40bf7e4d;'uuid is '937808e8-a3f1-4564-8986-29fdbde0645f';bid_timestamp is '2025-01-09 17:59:48';device_id is '9ef7939a-e3a5-4b39-880f-8e8d40bf7e4d';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 33.9492398849278;target_cpi is 2.84997135249334;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 29.68;placement_historical_value is 34.5136;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 1694056 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.11;prior_theme_impressions_count is 10;prior_tag_clicks_count is 4 ;time_since_click is '1694040';hour is '2025-01-09 17:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 24 ad_requests with mean bid_floor 1.4; 16 sessions in app 'com.bg.shooting.cs.contractsniper', 104 ad_requests with mean bid_floor 3.4; 37 sessions in app 'com.blackout.spades', 2812 ad_requests with mean bid_floor 34.5, 1 impressions of adomain 'advanticehealth.com' with mean price 0.4, 5 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'anastasiabeverlyhills.com' with mean price 0.5, 3 impressions of adomain 'checkout51.com' with mean price 0.3, 3 impressions of adomain 'covergirl.com' with mean price 0.4, 1 impressions of adomain 'hendersonproperties.com' with mean price 0.4, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.6, 1 impressions of adomain 'kelloggs.com' with mean price 1.4, 1 impressions of adomain 'mcdonalds.com' with mean price 0.4, 1 impressions of adomain 'midatlanticboatshow.com' with mean price 0.4, 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'peacocktv.com' with mean price 0.7, 1 impressions of adomain 'prestigebrands.com' with mean price 0.4, 2 impressions of adomain 'revlon.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 3 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.blackout.word', 32 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.block.game.jigsaw.puzzles', 2 ad_requests with mean bid_floor 12.6; 82 sessions in app 'com.bonnie.trafficescape', 1386 ad_requests with mean bid_floor 2.5, 1 impressions of adomain '3m.com' with mean price 0.3, 1 impressions of adomain 'adstradata.com' with mean price 0.2, 1 impressions of adomain 'advanticehealth.com' with mean price 0.1, 46 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'arcade1up.com' with mean price 0.2, 1 impressions of adomain 'atriaseniorliving.com' with mean price 0.1, 1 impressions of adomain 'biofreeze.com' with mean price 0.1, 2 impressions of adomain 'bouncecurl.com' with mean price 0.2, 2 impressions of adomain 'bradshawhome.com' with mean price 0.2, 1 impressions of adomain 'carhartt.com' with mean price 0.1, 1 impressions of adomain 'charteronerealty.com' with mean price 0.1, 7 impressions of adomain 'churchdwight.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.4, 2 impressions of adomain 'colgatepalmolive.com' with mean price 0.2, 1 impressions of adomain 'crystalcoastnc.org' with mean price 0.6, 2 impressions of adomain 'cvs.com' with mean price 0.2, 2 impressions of adomain 'earthrated.com' with mean price 0.2, 1 impressions of adomain 'elfcosmetics.com' with mean price 0.3, 1 impressions of adomain 'glade.com' with mean price 1.4, 1 impressions of adomain 'google.com' with mean price 0.1, 5 impressions of adomain 'hardrock.com' with mean price 0.3, 1 impressions of adomain 'hiltonheadisle.com' with mean price 0.2, 1 impressions of adomain 'hondadealers.com' with mean price 0.3, 1 impressions of adomain 'illy.com' with mean price 0.2, 1 impressions of adomain 'interstatebatteries.com' with mean price 0.1, 1 impressions of adomain 'lanierislands.com' with mean price 0.3, 3 impressions of adomain 'laroche-posay.us' with mean price 0.2, 1 impressions of adomain 'listerine.com' with mean price 0.1, 1 impressions of adomain 'luxuryportfolio.com' with mean price 0.1, 1 impressions of adomain 'mcwhirterlaw.com' with mean price 0.2, 1 impressions of adomain 'mollymaid.com' with mean price 0.6, 1 impressions of adomain 'mrsmeyers.com' with mean price 0.1, 3 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 2 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'paulmitchell.com' with mean price 0.2, 3 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'penguinrandomhouse.com' with mean price 0.6, 2 impressions of adomain 'pepsico.com' with mean price 0.3, 1 impressions of adomain 'pharmavite.com' with mean price 0.1, 2 impressions of adomain 'philips.com' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.2, 12 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'samhsa.gov' with mean price 0.4, 4 impressions of adomain 'santanderus.com' with mean price 0.2, 2 impressions of adomain 'steelcase.com' with mean price 0.2, 2 impressions of adomain 'tempursealy.com' with mean price 0.2, 6 impressions of adomain 'trypura.com' with mean price 0.3, 1 impressions of adomain 'ulta.com' with mean price 0.1, 4 impressions of adomain 'verizon.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.5, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2, 14 impressions of adomain 'yes4all.com' with mean price 0.2, 6 impressions of adomain 'youtube.com' with mean price 0.2; 1 sessions in app 'com.frameme.photoeditor.collagemaker.effects', 1 ad_requests with mean bid_floor 127.5; 10 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 142 ad_requests with mean bid_floor 3.6, 6 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'castrol.com' with mean price 0.3, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.1, 3 impressions of adomain 'dove.com' with mean price 0.2, 4 impressions of adomain 'garnierusa.com' with mean price 0.2, 1 impressions of adomain 'goodnites.com' with mean price 0.3, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'petbrand.com' with mean price 0.2, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'vitamix.com' with mean price 0.1, 1 impressions of adomain 'yogasleep.com' with mean price 0.1, 1 clicks of adomain 'yourradioplace.com', 2 impressions of adomain 'yourradioplace.com' with mean price 0.2; 1 sessions in app 'com.newpubco.spades', 14 ad_requests with mean bid_floor 7.0, 1 impressions of adomain 'wkkellogg.com' with mean price 0.5; 34 sessions in app 'com.playvalve.dominoes', 12695 ad_requests with mean bid_floor 152.4, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'colgate.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'moroccanoil.com' with mean price 0.4, 1 impressions of adomain 'nowfoods.com' with mean price 0.7; 2 sessions in app 'com.qrkit.app.easy', 209 ad_requests with mean bid_floor 12.5; 25 sessions in app 'com.qs.pool', 41 ad_requests with mean bid_floor 8.3; 105 sessions in app 'com.sports.eightball.pool.rival', 675 ad_requests with mean bid_floor 6.4; 49 sessions in app 'com.tripledot.spades', 729 ad_requests with mean bid_floor 24.6, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 2 impressions of adomain 'allentate.com' with mean price 0.5, 11 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bradshawhome.com' with mean price 0.3, 1 impressions of adomain 'cuisinart.com' with mean price 0.2, 1 impressions of adomain 'cyberpowersystems.com' with mean price 0.2, 2 impressions of adomain 'depend.com' with mean price 0.6, 5 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.3, 1 impressions of adomain 'generalmills.com' with mean price 2.1, 8 impressions of adomain 'goldbond.com' with mean price 0.3, 3 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'goya.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hoover.com' with mean price 0.2, 4 impressions of adomain 'hulu.com' with mean price 0.7, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.2, 1 impressions of adomain 'icecream.com' with mean price 0.7, 2 impressions of adomain 'icyhot.com' with mean price 0.2, 2 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'lasko.com' with mean price 0.2, 2 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'mrsmeyers.com' with mean price 0.2, 1 impressions of adomain 'novanthealth.org' with mean price 2.5, 1 impressions of adomain 'olay.com' with mean price 0.9, 1 impressions of adomain 'pepsico.com' with mean price 0.5, 3 impressions of adomain 'prilosecotc.com' with mean price 0.5, 1 impressions of adomain 'renewalnc.com' with mean price 0.3, 1 impressions of adomain 'revlon.com' with mean price 0.3, 16 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'thehonestkitchen.com' with mean price 0.3, 1 impressions of adomain 'trypura.com' with mean price 0.2, 1 impressions of adomain 'walmart.com' with mean price 0.5, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'xifaxan.com' with mean price 1.0, 2 impressions of adomain 'xtandi.com' with mean price 0.4; 1 sessions in app 'com.trivia.star.android', 51 ad_requests with mean bid_floor 101.4; 1 sessions in app 'com.uniquedev.memory.hidden.quest', 48 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.youchen.spinshootingzombie', 51 ad_requests with mean bid_floor 16.4; 5 sessions in app 'in.playsimple.wordtrip', 20 ad_requests with mean bid_floor 9.2; 8 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 262 ad_requests with mean bid_floor 1.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-09 19:00:26;0_timestamp is 2025-01-09 19:00:26;time_since_impression_in_hours is 470;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 471;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.974403088208022;partition is 2878;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.aaaudi.biblecode_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f01446d6-f968-4d9a-a028-f67c1c6d0fc2;'uuid is '4c51064e-da7b-45de-b264-5e279242f8fe';bid_timestamp is '2024-12-31 1:38:08';device_id is 'f01446d6-f968-4d9a-a028-f67c1c6d0fc2';biddate is '2024-12-31';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 47.2935081669463;target_cpi is 2.35467715763655;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 15.751 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 15.751;prior_tag_impressions_count is 11 ;time_since_impression is 258931 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.76;prior_theme_impressions_count is 11;prior_tag_clicks_count is 5 ;time_since_click is '800507';hour is '2024-12-31 01:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.Lightneer.BazookaBoy', 20 ad_requests with mean bid_floor 4.9; 2 sessions in app 'com.astarsoftware.euchre', 52 ad_requests with mean bid_floor 30.5; 1 sessions in app 'com.bbumgames.opa', 15 ad_requests with mean bid_floor 4.3; 6 sessions in app 'com.billiards.shooting.ball.pool', 13 ad_requests with mean bid_floor 45.9; 5 sessions in app 'com.boombitgames.Dartsy', 81 ad_requests with mean bid_floor 373.7; 6 sessions in app 'com.ig.bus.out', 136 ad_requests with mean bid_floor 12.0, 16 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'broadwayindetroit.com' with mean price 1.5, 2 clicks of adomain 'creditkarma.com', 2 impressions of adomain 'creditkarma.com' with mean price 84.8, 1 impressions of adomain 'doordash.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'justplayapps.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'nortonlifelock.com' with mean price 0.8, 1 impressions of adomain 'paramount.com' with mean price 0.3, 1 impressions of adomain 'tiktok.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 4 sessions in app 'com.king.candycrushsodasaga', 23 ad_requests with mean bid_floor 6.0; 3 sessions in app 'com.newpubco.spades', 63 ad_requests with mean bid_floor 18.2, 1 impressions of adomain 'walmart.com' with mean price 3.2; 14 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 233 ad_requests with mean bid_floor 13.4, 1 clicks of adomain 'creditkarma.com', 3 impressions of adomain 'creditkarma.com' with mean price 54.8, 2 impressions of adomain 'intuit.com' with mean price 5.0; 15 sessions in app 'com.sportbrain.jewelpuzzle', 166 ad_requests with mean bid_floor 40.9; 9 sessions in app 'com.tetrox.bowl', 28 ad_requests with mean bid_floor 75.8; 2 sessions in app 'com.tripledot.blockbash', 40 ad_requests with mean bid_floor 9.7, 1 impressions of adomain 'adidas.com' with mean price 0.3, 1 impressions of adomain 'learnings.ai' with mean price 0.6, 1 impressions of adomain 'vivistim.com' with mean price 0.5; 3 sessions in app 'freeplay.crowdrun.com', 67 ad_requests with mean bid_floor 31.8, 1 clicks of adomain 'creditkarma.com', 1 impressions of adomain 'creditkarma.com' with mean price 121.2; 4 sessions in app 'games.puzzlegames.jewel.block.puzzle', 43 ad_requests with mean bid_floor 20.3, 1 clicks of adomain 'creditkarma.com', 1 impressions of adomain 'creditkarma.com' with mean price 111.0, 2 impressions of adomain 'hungrystudio.com' with mean price 126.6; 1 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 22.1; 1 sessions in app 'io.supercent.downhill', 13 ad_requests with mean bid_floor 4.7; 4 sessions in app 'tv.remote.control.firetv', 12 ad_requests with mean bid_floor 9.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2024-12-31 1:42:57;0_timestamp is 2024-12-31 1:42:57;time_since_impression_in_hours is 71;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 222;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.00697959881268939;partition is 3374;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA_dc_8EndGame_BeforeD8_abdoul_100k_07_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b2a55e99-7b72-49c4-b9b0-8474d2ba25a7;'uuid is '41c0f997-8906-459a-ae28-6a9058b28a9d';bid_timestamp is '2025-01-13 21:59:41';device_id is 'b2a55e99-7b72-49c4-b9b0-8474d2ba25a7';biddate is '2025-01-13';country is 'USA';app is 'com.mobilityware.freecell';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.244313;target_cpi is 0.92503194972567;campaign is 57948;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vie';bid_floor is 3.234313 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 241141 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.56;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is '241136';hour is '2025-01-13 21:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.hbwares.wordfeud.free', 57 ad_requests with mean bid_floor 40.8; 3 sessions in app 'com.intensedev.classicsolitaire.gp', 9 ad_requests with mean bid_floor 2.1; 90 sessions in app 'com.mobilityware.freecell', 3209 ad_requests with mean bid_floor 11.4, 1 impressions of adomain '1000bulbs.com' with mean price 2.8, 1 impressions of adomain 'aaronoaccounting.com' with mean price 0.7, 1 impressions of adomain 'activator.ai' with mean price 0.4, 1 impressions of adomain 'albayoo.com' with mean price 3.5, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 3 impressions of adomain 'andrewmarshamfitness.com' with mean price 0.2, 1 clicks of adomain 'apero.vn', 2 impressions of adomain 'apero.vn' with mean price 2.9, 1 impressions of adomain 'asahi-kasei.com' with mean price 0.1, 1 impressions of adomain 'assettv.com' with mean price 1.1, 2 impressions of adomain 'autotrader.com' with mean price 1.2, 121 impressions of adomain 'bk.com' with mean price 0.2, 1 impressions of adomain 'booking.com' with mean price 4.5, 2 impressions of adomain 'brukinsa.com' with mean price 0.3, 1 impressions of adomain 'centrum.com' with mean price 0.4, 2 impressions of adomain 'certifiedadas.com' with mean price 0.4, 2 impressions of adomain 'chrobinson.com' with mean price 0.4, 1 impressions of adomain 'chrysler.com' with mean price 0.1, 37 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'coxautoinc.com' with mean price 0.6, 1 impressions of adomain 'coxbusiness.com' with mean price 0.4, 1 impressions of adomain 'dav.org' with mean price 0.5, 2 impressions of adomain 'eraser.com' with mean price 0.1, 1 impressions of adomain 'fedex.com' with mean price 0.9, 1 impressions of adomain 'fepblue.org' with mean price 0.1, 2 impressions of adomain 'fmamfg.org' with mean price 0.2, 1 impressions of adomain 'glencore.com' with mean price 0.2, 2 clicks of adomain 'glowessentialsco.com', 2 impressions of adomain 'glowessentialsco.com' with mean price 3.9, 4 impressions of adomain 'google.com' with mean price 3.9, 1 impressions of adomain 'graymatter-robotics.com' with mean price 0.1, 1 impressions of adomain 'groupmgmt.com' with mean price 0.2, 1 clicks of adomain 'handscape.com.cn', 1 impressions of adomain 'handscape.com.cn' with mean price 5.2, 11 impressions of adomain 'hibu.com' with mean price 0.3, 1 clicks of adomain 'hilton.com', 5 impressions of adomain 'hilton.com' with mean price 2.9, 1 impressions of adomain 'homedepot.com' with mean price 0.1, 1 impressions of adomain 'hutchinson.com' with mean price 0.1, 2 impressions of adomain 'impel.ai' with mean price 0.4, 1 impressions of adomain 'ineight.com' with mean price 0.2, 2 impressions of adomain 'jmagroup.com' with mean price 0.2, 1 impressions of adomain 'landing.ai' with mean price 0.1, 1 impressions of adomain 'legendtruckparts.net' with mean price 0.1, 1 impressions of adomain 'libtayo.com' with mean price 0.6, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.2, 5 impressions of adomain 'lumryz.com' with mean price 0.1, 1 impressions of adomain 'lunsumio.com' with mean price 0.1, 2 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'mckesson.com' with mean price 0.1, 1 impressions of adomain 'merck.com' with mean price 0.1, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 2.6, 1 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'microsoft.com' with mean price 0.2, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 3 impressions of adomain 'nadashow.org' with mean price 0.2, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 3.7, 1 impressions of adomain 'newsbreak.com' with mean price 1.0, 1 impressions of adomain 'onepacsolutions.net' with mean price 0.1, 1 impressions of adomain 'paylocity.com' with mean price 0.4, 1 impressions of adomain 'pennfoster.edu' with mean price 0.2, 1 impressions of adomain 'pepsi.com' with mean price 0.2, 11 impressions of adomain 'polly.co' with mean price 1.5, 44 impressions of adomain 'popeyes.com' with mean price 0.2, 1 impressions of adomain 'rei.com' with mean price 0.6, 2 impressions of adomain 'repairondemand.com' with mean price 1.1, 1 impressions of adomain 'scotts.com' with mean price 3.7, 1 impressions of adomain 'siemens.com' with mean price 1.1, 1 impressions of adomain 'soundofprofound.com' with mean price 0.1, 1 impressions of adomain 'stgconsulting.com' with mean price 0.2, 1 impressions of adomain 'surveymonkey.com' with mean price 0.1, 1 impressions of adomain 'sustainablepurchasing.org' with mean price 0.2, 1 impressions of adomain 'taylornortheast.com' with mean price 0.2, 1 impressions of adomain 'technify.vn' with mean price 2.2, 1 impressions of adomain 'thehamptons.gr' with mean price 0.2, 1 impressions of adomain 'thomsonreuters.com' with mean price 0.3, 1 impressions of adomain 'tubitv.com' with mean price 0.9, 33 impressions of adomain 'verizonwireless.com' with mean price 0.2, 5 impressions of adomain 'vinsolutions.com' with mean price 0.3, 5 impressions of adomain 'visitcurrituck.com' with mean price 0.2, 1 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wowl.io' with mean price 0.1, 1 impressions of adomain 'wsj.com' with mean price 0.1, 1 impressions of adomain 'youyungames.com' with mean price 0.7, 4 impressions of adomain 'zavzpret.com' with mean price 0.1, 2 impressions of adomain 'zoominfo.com' with mean price 0.2; 1 sessions in app 'com.newpubco.spades', 71 ad_requests with mean bid_floor 4.9, 1 impressions of adomain 'olay.com' with mean price 0.2, 1 impressions of adomain 'secret.com' with mean price 0.4; 2 sessions in app 'com.pieyel.scrabble', 10 ad_requests with mean bid_floor 1.4; 9 sessions in app 'com.scannerradio', 16 ad_requests with mean bid_floor 18.7; 14 sessions in app 'com.solitaire.cards.deluxe', 205 ad_requests with mean bid_floor 14.4, 2 impressions of adomain 'costco.com' with mean price 0.2, 1 impressions of adomain 'pluto.tv' with mean price 0.1; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 164 ad_requests with mean bid_floor 10.7, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 7.5; 1 sessions in app 'com.translator.all.language.translate.camera.voice', 9 ad_requests with mean bid_floor 89.0; 3 sessions in app 'com.vitastudio.spider', 4 ad_requests with mean bid_floor 0.0; 16 sessions in app 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game', 3649 ad_requests with mean bid_floor 24.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 23:07:51;time_since_impression_in_hours is 66;channel is 'USA/I/bidmachine/com.mobilityware.freecell/False/192';time_since_click_in_hours is 67;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.566591854277991;partition is 2993;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '021b3355-ac43-45e9-a1d2-0dc689046e37;'uuid is '38a87091-2203-48e9-8eb9-726c8c487aa4';bid_timestamp is '2025-01-16 22:00:21';device_id is '021b3355-ac43-45e9-a1d2-0dc689046e37';biddate is '2025-01-16';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 13.0050435662269;target_cpi is 1.5;campaign is 57970;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is 12.942787;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 691652 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.36;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is '691649';hour is '2025-01-16 22:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.KonsoleKingz.BlackSpades', 2 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.art.pixel.black.girl.games.paint.color.by.numbers', 95 ad_requests with mean bid_floor 3.4, 1 impressions of adomain 'admile.com' with mean price 0.4, 2 impressions of adomain 'amazon.com' with mean price 0.6, 138 impressions of adomain 'axio8400.com' with mean price 2.4, 3 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'coldstonecreamery.com' with mean price 1.0, 3 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'jared.com' with mean price 0.6, 18 impressions of adomain 'lilly.com' with mean price 2.3, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 3 impressions of adomain 'medpt.com' with mean price 2.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'onceuponachild.com' with mean price 0.8, 1 impressions of adomain 'orgain.com' with mean price 0.3, 9 impressions of adomain 'paramountplus.com' with mean price 0.3, 2 impressions of adomain 'pinckneyhugogroup.com' with mean price 1.3, 1 impressions of adomain 'samsung.com' with mean price 1.5, 1 impressions of adomain 'siriusxm.com' with mean price 0.5, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 3 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'walmart.com' with mean price 0.6, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'worldvision.org' with mean price 0.4, 4 impressions of adomain 'zynga.com' with mean price 0.4; 7 sessions in app 'com.blackout.spades', 1266 ad_requests with mean bid_floor 37.3, 1 impressions of adomain 'amazon.com' with mean price 0.7, 15 impressions of adomain 'axio8400.com' with mean price 1.4, 1 impressions of adomain 'coldstonecreamery.com' with mean price 2.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.8, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 1 impressions of adomain 'la-z-boy.com' with mean price 0.8, 3 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 47.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 13.0, 21 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'pro.campus.sanofi' with mean price 1.1, 5 impressions of adomain 'vaticahealth.com' with mean price 1.1; 1 sessions in app 'com.fiogonia.canasta', 6 ad_requests with mean bid_floor 47.4; 1 sessions in app 'com.newpubco.spades', 22 ad_requests with mean bid_floor 6.2, 1 impressions of adomain 'bainbridgemidlothian.com' with mean price 1.0, 1 impressions of adomain 'kelloggs.com' with mean price 1.3, 1 impressions of adomain 'walgreens.com' with mean price 0.8; 7 sessions in app 'kjv.bible.kingjamesbible', 123 ad_requests with mean bid_floor 55.0; 1 sessions in app 'net.peakgames.mobile.spades.android', 32 ad_requests with mean bid_floor 53.2; 9 sessions in app 'solitaire.tripeaks.farm.free.card.games.grand.harvest.garden', 230 ad_requests with mean bid_floor 3.9, 3 clicks of adomain 'snapchat.com', 4 impressions of adomain 'snapchat.com' with mean price 12.6, 1 clicks of adomain 'unicostudio.co', 1 impressions of adomain 'unicostudio.co' with mean price 25.6; 5 sessions in app 'sonic.bubbleshoot.classic', 62 ad_requests with mean bid_floor 19.9, 5 impressions of adomain 'axio8400.com' with mean price 1.3, 1 impressions of adomain 'monoferric.com' with mean price 3.4, 8 impressions of adomain 'paramountplus.com' with mean price 0.3, 5 impressions of adomain 'walgreens.com' with mean price 0.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-16 22:04:27;time_since_impression_in_hours is 192;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 192;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.311364484412323;partition is 3398;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'e686243d-9cde-431c-8384-0a32ff9bc0ca;'uuid is 'a4d644d9-9de0-4cdd-aa3d-460afe99e8df';bid_timestamp is '2025-02-03 3:14:02';device_id is 'e686243d-9cde-431c-8384-0a32ff9bc0ca';biddate is '2025-02-03';country is 'USA';app is 'com.thewhite.crazy.lion.racing';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'chartboost-android-sdk';raw_price is 0.847595211127199;target_cpi is 0.3;campaign is 58188;creative_id is 229453;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 've';bid_floor is 0.34185 ;min_floor is 0.34185 ;bidmachine_placement_value is 8.701492;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-03 03:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.newpubco.spades', 55 ad_requests with mean bid_floor 18.2; 3 sessions in app 'com.thewhite.crazy.lion.racing', 358 ad_requests with mean bid_floor 22.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-03 3:17:39;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.thewhite.crazy.lion.racing/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.729622399402864;partition is 1418;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is ';'uuid is 'c161407d-3684-4491-b79f-bcd89a65a256';bid_timestamp is '2024-12-26 14:47:55';device_id is '1e7c108f-ede0-4259-a65a-48f245b76abc';biddate is '2024-12-26';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 13.1674089866436;target_cpi is 1.91136226083419;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 1.58208899999999;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 24591438 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.98;prior_theme_impressions_count is 12;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-26 14:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-26 14:52:25;time_since_impression_in_hours is 6830;channel is 'USA/I/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 0;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.634094443320006;partition is 3681;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '194d24be-1b5c-4137-8349-f127eaa44f0e;'uuid is '9464e7d8-321f-426f-9696-7284aaeab3e8';bid_timestamp is '2025-01-15 2:16:23';device_id is '194d24be-1b5c-4137-8349-f127eaa44f0e';biddate is '2025-01-15';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 12.2674199792748;target_cpi is 4.8253689540786;campaign is 57948;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 22.083333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 84674 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1.08;prior_theme_impressions_count is 14;prior_tag_clicks_count is 9 ;time_since_click is '84664';hour is '2025-01-15 02:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '8 sessions in app 'com.americasbestpics', 9 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.gamovation.mahjongclub', 21 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.peoplefun.wordcross', 26 ad_requests with mean bid_floor 5.4; 28 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 788 ad_requests with mean bid_floor 12.8, 3 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 3.6, 8 clicks of adomain 'newpub.co/spades', 8 impressions of adomain 'newpub.co/spades' with mean price 10.2; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 3.3; 16 sessions in app 'com.vitastudio.mahjong', 547 ad_requests with mean bid_floor 11.4, 26 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'american-waterworks.com' with mean price 0.4, 2 impressions of adomain 'crunch.com' with mean price 0.1, 14 impressions of adomain 'disneyplus.com' with mean price 0.2, 8 impressions of adomain 'duracell.com' with mean price 0.2, 3 impressions of adomain 'fleetfarm.com' with mean price 1.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'gardenoflife.com' with mean price 0.1, 1 impressions of adomain 'listerine.com' with mean price 0.3, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 2.5, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 2 impressions of adomain 'neutrogena.com' with mean price 0.2, 1 impressions of adomain 'paxlovid.com' with mean price 0.7, 8 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'santanderus.com' with mean price 0.1, 3 impressions of adomain 'strivectin.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.0, 3 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'xyzal.com' with mean price 0.2, 1 impressions of adomain 'zevia.com' with mean price 0.1; 27 sessions in app 'com.vitastudio.solitaire', 580 ad_requests with mean bid_floor 18.6, 1 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'coca-cola.com' with mean price 1.4, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.1, 3 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'doggiedailies.com' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4, 1 impressions of adomain 'prilosecotc.com' with mean price 0.9, 3 impressions of adomain 'resideo.com' with mean price 0.3, 1 impressions of adomain 'sourpatchkids.com' with mean price 0.5, 42 impressions of adomain 'walmart.com' with mean price 1.6, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2; 28 sessions in app 'com.vottzapps.wordle', 521 ad_requests with mean bid_floor 3.0, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'atroposhealth.com' with mean price 0.6, 1 impressions of adomain 'gatorade.com' with mean price 0.2, 3 impressions of adomain 'hibu.com' with mean price 0.4, 1 impressions of adomain 'janmarini.com' with mean price 0.5, 1 impressions of adomain 'neutrogena.com' with mean price 0.4, 2 impressions of adomain 'nmu.edu' with mean price 0.4, 2 impressions of adomain 'redhat.com' with mean price 0.7, 1 impressions of adomain 'revlon.com' with mean price 0.2, 10 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'umn.edu' with mean price 0.6; 29 sessions in app 'in.WordSearch.WordBliss', 1715 ad_requests with mean bid_floor 8.7, 1 impressions of adomain '9snail.com' with mean price 0.0, 15 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'bidease.com' with mean price 0.1, 2 impressions of adomain 'breakingnewsbrief.com' with mean price 0.0, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 3 impressions of adomain 'colgate.com' with mean price 0.1, 11 impressions of adomain 'costco.com' with mean price 0.2, 1 impressions of adomain 'crypto.com' with mean price 0.0, 2 impressions of adomain 'dickssportinggoods.com' with mean price 0.1, 1 impressions of adomain 'discover.com' with mean price 0.2, 3 impressions of adomain 'duracell.com' with mean price 0.2, 1 impressions of adomain 'firstib.com' with mean price 0.3, 2 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'galderma.com' with mean price 0.1, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.1, 2 impressions of adomain 'go.microsoft.com' with mean price 0.0, 3 impressions of adomain 'google.com' with mean price 0.2, 4 impressions of adomain 'gurugame.ai' with mean price 0.1, 4 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'homedepot.com' with mean price 0.0, 1 impressions of adomain 'hsbc.com' with mean price 0.4, 1 impressions of adomain 'huggies.com' with mean price 0.1, 2 impressions of adomain 'iottechnews.com' with mean price 0.1, 4 impressions of adomain 'laroche-posay.us' with mean price 0.1, 1 impressions of adomain 'lenels2.com' with mean price 0.1, 1 impressions of adomain 'levi.com' with mean price 0.4, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 3 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'nu.edu' with mean price 0.2, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'paint.by.number' with mean price 0.0, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 2 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'regalcardplay.com' with mean price 0.0, 1 impressions of adomain 'resideo.com' with mean price 0.1, 1 impressions of adomain 'rogersandhollands.com' with mean price 0.4, 4 impressions of adomain 'siriusxm.com' with mean price 0.0, 1 impressions of adomain 'sliding.toys' with mean price 0.2, 1 impressions of adomain 'sling.com' with mean price 0.1, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'strivectin.com' with mean price 0.2, 2 impressions of adomain 'visitgrandjunction.com' with mean price 0.1, 4 impressions of adomain 'whoop.com' with mean price 0.1, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 3 sessions in app 'in.daily_puzzle.crossword', 64 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'dailytimes247.com' with mean price 0.1; 3 sessions in app 'in.playsimple.tripcross', 267 ad_requests with mean bid_floor 7.2, 2 impressions of adomain 'dailytimes247.com' with mean price 0.0, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'starbucks.com' with mean price 0.1; 5 sessions in app 'in.playsimple.wordsearch', 341 ad_requests with mean bid_floor 28.6, 3 impressions of adomain 'costco.com' with mean price 0.2; 4 sessions in app 'in.playsimple.wordtrip', 228 ad_requests with mean bid_floor 7.0, 23 impressions of adomain 'hibu.com' with mean price 3.8, 2 impressions of adomain 'umn.edu' with mean price 0.9; 1 sessions in app 'math.puzzle.games.crossmath.number.puzzles.free', 15 ad_requests with mean bid_floor 6.5; 24 sessions in app 'od_16175', 0 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 23;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 24;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.456349758443631;partition is 3681;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7f4a2161-10c2-41d1-8df1-20af543465ef;'uuid is '3b6e741d-396c-4bd7-9d2d-5817d4568178';bid_timestamp is '2025-02-06 4:45:16';device_id is '7f4a2161-10c2-41d1-8df1-20af543465ef';biddate is '2025-02-06';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 14.9999999999999;target_cpi is 3.71999999999999;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 've';bid_floor is 9.2856 ;min_floor is 9.2856 ;bidmachine_placement_value is 40.76923;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 04:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.dragonplus.happyhospital', 28 ad_requests with mean bid_floor 21.3; 1 sessions in app 'com.fiogonia.spades', 6 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.gamehouse.deliciousdinercooking', 2 ad_requests with mean bid_floor 5.2; 20 sessions in app 'com.ken.supermarket', 319 ad_requests with mean bid_floor 2.4, 6 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'aveeno.com' with mean price 0.7, 1 impressions of adomain 'bidease.com_101931' with mean price 0.2, 6 impressions of adomain 'crownlaboratories.com' with mean price 1.0, 1 impressions of adomain 'dave.com' with mean price 0.4, 1 impressions of adomain 'mistplay.com' with mean price 0.6, 1 impressions of adomain 'neutrogena.com' with mean price 0.8, 1 impressions of adomain 'pluto.tv' with mean price 0.3, 1 impressions of adomain 'weather.com' with mean price 0.4; 5 sessions in app 'com.mars.avgchapters', 54 ad_requests with mean bid_floor 90.6; 1 sessions in app 'com.matryoshka.cityrescueteam', 8 ad_requests with mean bid_floor 2.3; 2 sessions in app 'com.matryoshka.royal.cooking.kitchen.madness', 15 ad_requests with mean bid_floor 1.4; 3 sessions in app 'com.newpubco.spades', 294 ad_requests with mean bid_floor 24.1, 8 impressions of adomain '9snail.com' with mean price 0.8, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'applebees.com' with mean price 0.4, 1 impressions of adomain 'appquantum.com' with mean price 0.6, 1 impressions of adomain 'audible.com' with mean price 1.7, 1 impressions of adomain 'bigo.tv' with mean price 0.7, 1 impressions of adomain 'carnival.com' with mean price 0.7, 1 impressions of adomain 'customcatch.com' with mean price 0.5, 1 impressions of adomain 'dave.com' with mean price 0.7, 2 impressions of adomain 'galderma.com' with mean price 0.4, 1 impressions of adomain 'intuit.com' with mean price 1.1, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.3, 3 impressions of adomain 'kidultlovin.com' with mean price 0.8, 1 impressions of adomain 'meetme.com' with mean price 0.3, 1 impressions of adomain 'moistureshield.com' with mean price 0.6, 2 impressions of adomain 'oakevergames.com' with mean price 1.2, 4 impressions of adomain 'playsimple.in' with mean price 1.0, 3 impressions of adomain 'playtika.com' with mean price 2.2, 1 impressions of adomain 'productmadness.com' with mean price 0.8, 1 impressions of adomain 'samsung.com' with mean price 0.9, 1 impressions of adomain 'scientificgames.com' with mean price 0.9, 4 impressions of adomain 'scopely.com' with mean price 2.4, 1 impressions of adomain 'snap.com' with mean price 0.5, 1 impressions of adomain 'squareup.com' with mean price 0.5, 2 impressions of adomain 'supertreat.net' with mean price 1.9, 2 impressions of adomain 'vacareers.va.gov' with mean price 3.0, 1 impressions of adomain 'vitastudio.ai' with mean price 0.8, 1 impressions of adomain 'weather.com' with mean price 0.4, 2 impressions of adomain 'williamsinteractive.com' with mean price 0.6, 1 impressions of adomain 'woodmenlife.com' with mean price 0.4, 2 impressions of adomain 'yahoo.com' with mean price 0.5; 41 sessions in app 'com.playvalve.spades', 1926 ad_requests with mean bid_floor 102.0, 1 impressions of adomain 'doordash.com' with mean price 0.7, 1 impressions of adomain 'florastor.com' with mean price 0.4, 1 impressions of adomain 'galderma.com' with mean price 0.6, 4 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'mistplay.com' with mean price 0.6, 1 impressions of adomain 'mobilityware.com' with mean price 0.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 15.0, 2 impressions of adomain 'squareup.com' with mean price 16.4, 1 impressions of adomain 'starbucks.com' with mean price 0.3; 21 sessions in app 'com.redcat.hypermarket', 526 ad_requests with mean bid_floor 4.8, 15 impressions of adomain 'amazon.com' with mean price 0.7, 2 impressions of adomain 'aveeno.com' with mean price 0.8, 1 impressions of adomain 'doordash.com' with mean price 0.4, 2 impressions of adomain 'haleon.com' with mean price 0.6, 1 impressions of adomain 'liquidremedy.com' with mean price 0.8, 1 impressions of adomain 'naturesbounty.com' with mean price 1.4, 1 impressions of adomain 'neutrogena.com' with mean price 0.4, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 clicks of adomain 'squareup.com', 1 impressions of adomain 'squareup.com' with mean price 21.4, 3 impressions of adomain 'textnow.com' with mean price 0.4, 2 impressions of adomain 'zyrtec.com' with mean price 0.4; 1 sessions in app 'com.tripledot.solitaire', 50 ad_requests with mean bid_floor 16.2; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 2.3; 2 sessions in app 'com.twincat.whispers', 6 ad_requests with mean bid_floor 31.6; 3 sessions in app 'com.wonderlegend.cookingwonder.android', 14 ad_requests with mean bid_floor 4.9; 9 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 142 ad_requests with mean bid_floor 38.9, 1 impressions of adomain 'hfma.org' with mean price 0.7; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 10.8; 1 sessions in app 'io.supercent.pizzaidle', 42 ad_requests with mean bid_floor 11.4';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-02-07 21:17:15;dc_15roundended_before_d8_timestamp is 45695.7324189815;ag_retention_d1_timestamp is 2025-02-06 12:51:22;0_timestamp is 2025-02-06 12:51:22;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.537310488821504;partition is 2378;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'bloom_com.playvalve.spades_USA_1d' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'bloom_com.playvalve.spades_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '452cdbc4-bcc2-48ad-9975-dbaef4b7a0a0;'uuid is 'd66c3771-0f8a-48b5-945f-87438c19f05c';bid_timestamp is '2025-02-07 18:00:07';device_id is '452cdbc4-bcc2-48ad-9975-dbaef4b7a0a0';biddate is '2025-02-07';country is 'USA';app is 'com.bluecat.disintegrator';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 1504 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 've';bid_floor is 26.5106 ;min_floor is 26.5106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.Medu.lumber.owls.idle.cute.forest.tycoon', 71 ad_requests with mean bid_floor 30.7; 3 sessions in app 'com.bluecat.disintegrator', 820 ad_requests with mean bid_floor 14.0; 2 sessions in app 'com.newpubco.spades', 57 ad_requests with mean bid_floor 20.4; 6 sessions in app 'com.topit.mathgame', 135 ad_requests with mean bid_floor 32.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 18:04:30;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.bluecat.disintegrator/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.385279855455133;partition is 275;segments is ['net.supertreat.solitaire_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPA(COMPLETE_LEVEL_10)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'explore']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd86c3694-95a6-4a8e-9563-fb5d518f3fc7;'uuid is '36bd4758-5217-4bc3-ba93-9023dae01f26';bid_timestamp is '2025-01-03 23:10:08';device_id is 'd86c3694-95a6-4a8e-9563-fb5d518f3fc7';biddate is '2025-01-03';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 62.9243220019535;target_cpi is 3.8;campaign is 57677;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 530;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 15828 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 6.13;prior_theme_impressions_count is 3;prior_tag_clicks_count is 4 ;time_since_click is '15806';hour is '2025-01-03 23:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.blackout.spades', 22 ad_requests with mean bid_floor 11.0; 1 sessions in app 'com.fiogonia.spades', 17 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.fugo.wowguru', 1 ad_requests with mean bid_floor 8.6; 2 sessions in app 'com.hyilmaz.spades', 29 ad_requests with mean bid_floor 9.4; 4 sessions in app 'com.intensedev.classicsolitaire.gp', 40 ad_requests with mean bid_floor 275.2, 1 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 218.9; 5 sessions in app 'com.kidultlovin.royalsolitaire', 101 ad_requests with mean bid_floor 57.8, 9 impressions of adomain 'walmart.com' with mean price 2.3; 7 sessions in app 'com.matteljv.uno', 110 ad_requests with mean bid_floor 5.7; 4 sessions in app 'com.mordesu.Arabfootball', 356 ad_requests with mean bid_floor 16.5; 8 sessions in app 'com.otium.solitaire.classic.card.game', 49 ad_requests with mean bid_floor 43.8; 1 sessions in app 'com.playvalve.spades', 107 ad_requests with mean bid_floor 116.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.6; 4 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 79 ad_requests with mean bid_floor 11.4; 1 sessions in app 'com.tetrox.bowl', 1 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.travel.girl.tile', 47 ad_requests with mean bid_floor 12.9; 3 sessions in app 'com.wildcard.spadespop', 58 ad_requests with mean bid_floor 15.1; 6 sessions in app 'com.zariba.domino', 17 ad_requests with mean bid_floor 4.7; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.7; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 26.0; 16 sessions in app 'klondike.solitaire.fishing.games', 377 ad_requests with mean bid_floor 11.9, 1 impressions of adomain 'admile.com' with mean price 0.4, 5 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'kay.com' with mean price 0.9, 1 impressions of adomain 'mistplay.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'oabinmen.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 1.9, 1 impressions of adomain 'smuckers.com' with mean price 0.6, 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.4, 2 impressions of adomain 'voqueznapro.com' with mean price 0.4, 1 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.9, 1 impressions of adomain 'zimad.com' with mean price 1.5; 1 sessions in app 'net.zedge.android', 4 ad_requests with mean bid_floor 7.7; 15 sessions in app 'ru.skillcap.dominoes', 183 ad_requests with mean bid_floor 27.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45663.7121064815;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 23:11:10;time_since_impression_in_hours is 4;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 4;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.093782376364589;partition is 1732;segments is ['com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(purchase)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.enflick.android.TextNow_Android_CPI_abdoul_V3_500k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_100k' 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'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 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'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'bloom_com.fuzzymobilegames.spades_USA_1d' 'com.topultragame.slotlasvega_Android_CPA(in-app_purchase)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '3cdbb671-a960-492b-bf44-a9a30fddd8e3;'uuid is '0d8b07f8-294f-4d2a-8027-c24b24a3f797';bid_timestamp is '2025-01-15 18:42:34';device_id is '3cdbb671-a960-492b-bf44-a9a30fddd8e3';biddate is '2025-01-15';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 67.3530130100397;target_cpi is 5.39830826477855;campaign is 57948;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.416667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 2.35;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-15 18:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.bbumgames.spadesroyale', 27 ad_requests with mean bid_floor 2.9; 3 sessions in app 'com.block.game.jigsaw.puzzles', 4 ad_requests with mean bid_floor 15.2; 2 sessions in app 'com.fbig.spades', 99 ad_requests with mean bid_floor 4.1; 4 sessions in app 'com.fiogonia.spades', 9 ad_requests with mean bid_floor 9.5; 33 sessions in app 'com.forevernine.texaspoker.android', 158 ad_requests with mean bid_floor 21.1; 93 sessions in app 'com.hyilmaz.spades', 6046 ad_requests with mean bid_floor 5.2; 89 sessions in app 'com.mattel163.phase10', 3853 ad_requests with mean bid_floor 207.8, 1 clicks of adomain 'hempbombs.com', 1 impressions of adomain 'hempbombs.com' with mean price 29.4; 1 sessions in app 'com.mobilityware.Spades', 69 ad_requests with mean bid_floor 18.3; 10 sessions in app 'com.newpubco.spades', 1976 ad_requests with mean bid_floor 5.1, 2 impressions of adomain 'airproducts.com' with mean price 0.5, 54 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'americansforprosperity.org' with mean price 0.8, 1 impressions of adomain 'annies.com' with mean price 0.4, 2 impressions of adomain 'arcade1up.com' with mean price 0.3, 3 impressions of adomain 'ashleyfurniture.com' with mean price 0.5, 1 impressions of adomain 'au.org' with mean price 0.8, 2 impressions of adomain 'audible.com' with mean price 0.3, 1 impressions of adomain 'baleaf.com' with mean price 0.2, 1 impressions of adomain 'boo.world' with mean price 0.2, 2 impressions of adomain 'bumble.com' with mean price 0.8, 1 impressions of adomain 'calvinklein.us' with mean price 0.3, 1 impressions of adomain 'candyshopcocoa.com' with mean price 0.3, 1 impressions of adomain 'catalyst.com' with mean price 1.8, 2 impressions of adomain 'chenegamios.com' with mean price 1.5, 3 impressions of adomain 'chumbacasino.com' with mean price 0.5, 2 impressions of adomain 'clorox.com' with mean price 0.3, 3 impressions of adomain 'cnbc.com' with mean price 0.9, 1 impressions of adomain 'coach.com' with mean price 0.5, 6 impressions of adomain 'coca-cola.com' with mean price 0.3, 11 impressions of adomain 'covergirl.com' with mean price 0.5, 1 impressions of adomain 'cvshealth.com' with mean price 0.4, 2 impressions of adomain 'discovery.com' with mean price 0.2, 12 impressions of adomain 'disneyplus.com' with mean price 0.5, 9 impressions of adomain 'dove.com' with mean price 0.3, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'everymantheatre.org' with mean price 2.3, 1 impressions of adomain 'experian.com' with mean price 0.3, 7 impressions of adomain 'extclaims.com' with mean price 1.3, 1 impressions of adomain 'fanfairnesscoalition.org' with mean price 1.2, 1 impressions of adomain 'firstfinancial.org' with mean price 0.7, 1 impressions of adomain 'fitzgeraldtoyotagaithersburg.com' with mean price 0.8, 1 impressions of adomain 'galderma.com' with mean price 0.3, 1 impressions of adomain 'generaltire.com' with mean price 1.1, 1 impressions of adomain 'giii.com' with mean price 0.3, 2 impressions of adomain 'goodnes.com' with mean price 0.9, 1 impressions of adomain 'haleon.com' with mean price 0.4, 7 impressions of adomain 'hempbombs.com' with mean price 0.6, 11 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 3 impressions of adomain 'hood.edu' with mean price 0.9, 4 impressions of adomain 'jcpenney.com' with mean price 0.7, 1 impressions of adomain 'kdf.org' with mean price 1.7, 4 impressions of adomain 'kelloggs.com' with mean price 0.6, 29 impressions of adomain 'kohls.com' with mean price 0.4, 1 impressions of adomain 'libertymutual.com' with mean price 0.8, 1 impressions of adomain 'lifeextension.com' with mean price 0.3, 1 impressions of adomain 'littleleaffarms.com' with mean price 0.7, 1 impressions of adomain 'lucidmotors.com' with mean price 0.8, 2 impressions of adomain 'm2ingredients.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'mdcrimevictims.org' with mean price 0.6, 1 impressions of adomain 'michaeljfox.org' with mean price 0.2, 7 impressions of adomain 'michaelkors.com' with mean price 0.5, 1 impressions of adomain 'mikmak.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 4 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'navyfederal.org' with mean price 0.7, 1 impressions of adomain 'newspapers.com' with mean price 0.3, 2 impressions of adomain 'niveausa.com' with mean price 0.4, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.4, 6 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'oldspice.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.7, 5 impressions of adomain 'paramount.com' with mean price 0.9, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'pathtosuccess.global' with mean price 1.2, 7 impressions of adomain 'paxlovid.com' with mean price 0.9, 3 impressions of adomain 'pepsico.com' with mean price 0.4, 4 impressions of adomain 'perdue.com' with mean price 0.8, 3 impressions of adomain 'playtika.com' with mean price 0.3, 2 impressions of adomain 'pmi.com' with mean price 0.7, 2 impressions of adomain 'prestigebrands.com' with mean price 0.3, 37 impressions of adomain 'priceline.com' with mean price 0.4, 2 impressions of adomain 'productmadness.com' with mean price 0.5, 1 impressions of adomain 'psychicsource.com' with mean price 0.5, 3 impressions of adomain 'sakrete.com' with mean price 0.7, 7 impressions of adomain 'sallyhansen.com' with mean price 0.5, 7 impressions of adomain 'samsclub.com' with mean price 0.6, 1 impressions of adomain 'sandyspringbank.com' with mean price 0.4, 2 impressions of adomain 'scopely.com' with mean price 0.4, 2 impressions of adomain 'shipt.com' with mean price 0.3, 15 impressions of adomain 'southwest.com' with mean price 0.4, 4 impressions of adomain 'subaru.com' with mean price 0.4, 5 impressions of adomain 'takeda.com' with mean price 0.9, 2 impressions of adomain 'takeyausa.com' with mean price 1.0, 1 impressions of adomain 'theautopian.com' with mean price 1.5, 5 impressions of adomain 'tiktok.com' with mean price 0.9, 1 impressions of adomain 'topviewtix.com' with mean price 1.3, 1 impressions of adomain 'traveltexas.com' with mean price 0.2, 1 impressions of adomain 'tysonfoods.com' with mean price 0.7, 1 impressions of adomain 'ultomiris.com' with mean price 1.2, 2 impressions of adomain 'us.nttdata.com' with mean price 1.4, 26 impressions of adomain 'us.shein.com' with mean price 0.5, 1 clicks of adomain 'us.shein.com', 7 impressions of adomain 'usbank.com' with mean price 0.6, 1 impressions of adomain 'usg.com' with mean price 0.9, 4 impressions of adomain 'vespyrbrands.com' with mean price 0.4, 7 impressions of adomain 'visitmaryland.org' with mean price 1.7, 1 impressions of adomain 'vivistim.com' with mean price 0.5, 4 impressions of adomain 'wakefern.com' with mean price 0.4, 1 impressions of adomain 'washingtontimes.com' with mean price 0.8, 7 impressions of adomain 'wawa.com' with mean price 0.2, 6 impressions of adomain 'wbd.com' with mean price 0.6, 1 impressions of adomain 'weightwatchers.com' with mean price 0.5, 1 impressions of adomain 'wexinc.com' with mean price 0.2, 3 impressions of adomain 'wkkellogg.com' with mean price 0.4, 3 impressions of adomain 'youtube.com' with mean price 0.6; 1 sessions in app 'com.officedocument.word.docx.document.viewer', 14 ad_requests with mean bid_floor 121.6; 1 sessions in app 'com.peoplefun.wordcross', 6 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.playvalve.spades', 22 ad_requests with mean bid_floor 114.0, 1 impressions of adomain 'amazon.com' with mean price 1.6; 10 sessions in app 'com.rjp.diarypro', 56 ad_requests with mean bid_floor 0.5; 14 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 237 ad_requests with mean bid_floor 5.3, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 67.4, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 21.9; 2 sessions in app 'com.tripledot.woodoku', 13 ad_requests with mean bid_floor 4.8; 2 sessions in app 'com.vitastudio.solitaire', 2 ad_requests with mean bid_floor 7.7; 1 sessions in app 'com.wildcard.spades', 29 ad_requests with mean bid_floor 4.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.4; 1 sessions in app 'com.wildcard.spadespop', 8 ad_requests with mean bid_floor 4.5; 3 sessions in app 'com.wordgame.words.connect', 6 ad_requests with mean bid_floor 12.0; 16 sessions in app 'easy.launcher', 16 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 14.7; 2 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 16.3; 4 sessions in app 'in.playsimple.wordtrip', 33 ad_requests with mean bid_floor 15.7; 2 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 23 ad_requests with mean bid_floor 1.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-15 18:46:31;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.620808811745026;partition is 2890;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_100k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_100k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_100k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_100k' 'bloom_com.fiogonia.spades_USA_80' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '9ba57d2e-f9b1-4a8b-b8a9-1ac10d2a8302;'uuid is '214e05d3-ca73-4faf-ad35-28ec3ecdd448';bid_timestamp is '2025-02-06 6:55:51';device_id is '9ba57d2e-f9b1-4a8b-b8a9-1ac10d2a8302';biddate is '2025-02-06';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 57.8798211613186;target_cpi is 4;campaign is 58266;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 2264835 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.03;prior_theme_impressions_count is 6;prior_tag_clicks_count is 3 ;time_since_click is '37521020';hour is '2025-02-06 06:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior_stats_in_past is '4 sessions in app 'com.blackout.spades', 382 ad_requests with mean bid_floor 38.2, 8 impressions of adomain 'amazon.com' with mean price 1.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 57.9, 1 impressions of adomain 'shipt.com' with mean price 0.8, 1 impressions of adomain 'tech.pokergaga.net' with mean price 24.7; 1 sessions in app 'com.brainium.solitairefree', 8 ad_requests with mean bid_floor 9.8; 2 sessions in app 'com.newpubco.spades', 69 ad_requests with mean bid_floor 21.7, 7 impressions of adomain 'amazon.com' with mean price 0.9, 2 impressions of adomain 'haleon.com' with mean price 3.0, 1 impressions of adomain 'medscape.org' with mean price 2.3; 1 sessions in app 'com.playvalve.solitaire', 10 ad_requests with mean bid_floor 4.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 6:59:04;time_since_impression_in_hours is 629;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 10423;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.47749162693222;partition is 2830;segments is ['HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_1d' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_IMP_HIGH_PRICE_AG_100k_01_31_2025' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'explore' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'fe110190-f086-40d4-8d84-7d10dde6cc34;'uuid is '74bd1508-7464-41d1-89b4-d350aa5094c9';bid_timestamp is '2025-01-17 5:17:08';device_id is 'fe110190-f086-40d4-8d84-7d10dde6cc34';biddate is '2025-01-17';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 29.5530698262155;target_cpi is 1.5;campaign is 57970;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 61.833333;placement_historical_value is 31.334307;third_party_bid_price is ;prior_tag_impressions_count is 34 ;time_since_impression is 24115769 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.76;prior_theme_impressions_count is 34;prior_tag_clicks_count is 2 ;time_since_click is '25154542';hour is '2025-01-17 05:00:00+00:00';day_of_week is '4';os_version is 11;user_behavior_stats_in_past is '1 sessions in app 'com.PulsSoftware.WS', 6 ad_requests with mean bid_floor 42.5; 1 sessions in app 'com.king.candycrushsaga', 2 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.maplelabs.alexa', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newpubco.spades', 95 ad_requests with mean bid_floor 8.0, 1 impressions of adomain 'americanweathermakers.com' with mean price 0.9, 1 clicks of adomain 'carfax.com', 3 impressions of adomain 'carfax.com' with mean price 7.0, 1 impressions of adomain 'mccormick.com' with mean price 0.7, 3 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 14.3, 1 impressions of adomain 'prilosecotc.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.4; 1 sessions in app 'com.otium.wordconnect.android', 5 ad_requests with mean bid_floor 14.2; 2 sessions in app 'com.playvalve.spades', 46 ad_requests with mean bid_floor 122.3, 1 impressions of adomain 'freecash.com' with mean price 0.5; 26 sessions in app 'com.playvalve.wsjourney', 3975 ad_requests with mean bid_floor 93.3, 1 clicks of adomain '', 1 impressions of adomain 'aholddelhaize.com' with mean price 0.6, 6 impressions of adomain 'amazon.com' with mean price 0.6, 3 impressions of adomain 'ashleyfurniture.com' with mean price 0.9, 4 impressions of adomain 'bidease.com_101931' with mean price 0.4, 1 impressions of adomain 'bidease.com_102638' with mean price 0.3, 1 impressions of adomain 'bidease.com_102661' with mean price 0.2, 1 impressions of adomain 'covesylvanbeach.com' with mean price 0.8, 3 impressions of adomain 'cslplasma.com' with mean price 1.1, 1 impressions of adomain 'honest.com' with mean price 0.4, 3 impressions of adomain 'newpub.co' with mean price 78.5, 2 clicks of adomain 'newpub.co', 1 impressions of adomain 'ny.gov' with mean price 0.8, 11 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'purina.com' with mean price 0.4, 1 impressions of adomain 'samhsa.gov' with mean price 0.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.5, 1 impressions of adomain 'tiktok.com' with mean price 1.3, 1 impressions of adomain 'turningstone.com' with mean price 2.2; 9 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 207 ad_requests with mean bid_floor 0.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 29.6; 1 sessions in app 'com.talent.billiards.balls.merge', 9 ad_requests with mean bid_floor 2.9; 19 sessions in app 'com.yallaplay.spadesmasters', 331 ad_requests with mean bid_floor 209.4; 1 sessions in app 'in.playsimple.wordtrip', 15 ad_requests with mean bid_floor 13.6; 106 sessions in app 'net.peakgames.mobile.spades.android', 5128 ad_requests with mean bid_floor 49.6, 1 clicks of adomain 'carfax.com', 8 impressions of adomain 'carfax.com' with mean price 39.9, 1 clicks of adomain 'newpub.co/hearts', 1 impressions of adomain 'newpub.co/hearts' with mean price 29.8, 2 clicks of adomain 'walmart.com', 4 impressions of adomain 'walmart.com' with mean price 36.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-22 0:44:00;time_since_impression_in_hours is 6698;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 6987;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.815892315433627;partition is 1225;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'net.supertreat.solitaire_Android_IAP_abdoul_500k_01_01_2025' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4bda7f21-bd19-48d1-8541-dc42ac1f2444;'uuid is '4dd078e6-599b-43ac-88cb-d8628b9ba5f7';bid_timestamp is '2024-12-30 3:24:24';device_id is '4bda7f21-bd19-48d1-8541-dc42ac1f2444';biddate is '2024-12-30';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.43195157700599;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.416667;placement_historical_value is 7.451372;third_party_bid_price is ;prior_tag_impressions_count is 24 ;time_since_impression is 14523 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.37;prior_theme_impressions_count is 24;prior_tag_clicks_count is 5 ;time_since_click is '14516';hour is '2024-12-30 03:00:00+00:00';day_of_week is '0';os_version is 11;user_behavior_stats_in_past is '46 sessions in app 'com.jx.cc', 3691 ad_requests with mean bid_floor 59.4; 1 sessions in app 'com.peoplefun.wordcross', 7 ad_requests with mean bid_floor 5.6; 12 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 775 ad_requests with mean bid_floor 13.0, 1 impressions of adomain 'oakevergames.com' with mean price 2.8, 10 impressions of adomain 'productmadness.com' with mean price 3.3; 1 sessions in app 'com.superluckycasino.billionaire.slots.vegas.android.free', 11 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.superluckycasino.epicjackpot.slots.vegas.android.free', 10 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.superluckycasino.hotvegas.slots.vegas.android.free', 15 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.superluckycasino.viponly.slots.vegas.android.free', 15 ad_requests with mean bid_floor 37.7; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 7.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-30 3:31:44;time_since_impression_in_hours is 4;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 4;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.87254544865663;partition is 2351;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(purchase)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b4bf0ae3-2433-4e50-b739-7ef46421480b;'uuid is '7d397cc9-1fcd-48ee-8a3e-3d5b71a2f8db';bid_timestamp is '2025-02-07 17:57:00';device_id is 'b4bf0ae3-2433-4e50-b739-7ef46421480b';biddate is '2025-02-07';country is 'USA';app is 'com.mergegames.myth';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 2 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 14.68188 ;min_floor is 14.68188 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.GnarlyGameStudio.FrontlineHeroes', 45 ad_requests with mean bid_floor 24.7; 1 sessions in app 'com.TrofyGames.UboatAttack', 26 ad_requests with mean bid_floor 3.1; 3 sessions in app 'com.animal.hunter.sniper', 139 ad_requests with mean bid_floor 41.9, 1 impressions of adomain 'joinpropel.com' with mean price 0.8; 117 sessions in app 'com.bigfishgames.mergetalesgoog', 3483 ad_requests with mean bid_floor 102.5, 3 impressions of adomain 'madpixel.dev' with mean price 42.4; 2 sessions in app 'com.camo.sniper.attack3d', 202 ad_requests with mean bid_floor 51.8; 36 sessions in app 'com.cleverapps.hustlemerge', 526 ad_requests with mean bid_floor 4.0; 63 sessions in app 'com.cleverapps.mergecraft', 1016 ad_requests with mean bid_floor 2.0; 69 sessions in app 'com.cleverapps.wondermerge', 937 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.epicwalls.wallpaper.app', 5 ad_requests with mean bid_floor 35.5; 90 sessions in app 'com.magnify.sharp.sight', 1280 ad_requests with mean bid_floor 31.2; 108 sessions in app 'com.mergegames.myth', 509 ad_requests with mean bid_floor 60.9; 113 sessions in app 'com.mf.town', 1132 ad_requests with mean bid_floor 63.6; 2 sessions in app 'com.obg.hunting.clash.wild.hunter.deer.jungle.hunter.real.hunting.game', 52 ad_requests with mean bid_floor 12.3, 8 impressions of adomain 'homes.com' with mean price 0.6, 1 impressions of adomain 'zencolor.app' with mean price 0.4; 1 sessions in app 'com.online.huntingsniper', 9 ad_requests with mean bid_floor 30.5; 1 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 5.8; 32 sessions in app 'com.playinfinity.game.mergecastle', 227 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.sniper.shooter.wild.ssw', 33 ad_requests with mean bid_floor 55.7; 1 sessions in app 'com.spellbindgames.wildhunt', 27 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 6.5; 6 sessions in app 'com.vitastudio.mahjong', 114 ad_requests with mean bid_floor 31.8, 1 impressions of adomain 'flixchatter.net' with mean price 0.4; 6 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 186 ad_requests with mean bid_floor 3.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.mergegames.myth/True/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.135894586881548;partition is 2351;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '94b773b9-889c-44d0-b835-8bb0913eb8de;'uuid is '0f5ed670-fdc1-4451-bda6-a8ab6be37c47';bid_timestamp is '2024-12-13 4:29:48';device_id is '94b773b9-889c-44d0-b835-8bb0913eb8de';biddate is '2024-12-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 44.2756056478738;target_cpi is 4;campaign is 57526;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.590837;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 16 ;time_since_impression is 84101 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.97;prior_theme_impressions_count is 16;prior_tag_clicks_count is 7 ;time_since_click is '84098';hour is '2024-12-13 04:00:00+00:00';day_of_week is '4';os_version is 15;user_behavior_stats_in_past is '27 sessions in app 'com.blackout.spades', 1442 ad_requests with mean bid_floor 28.9, 24 impressions of adomain 'aaa.com' with mean price 0.9, 1 impressions of adomain 'admile.com' with mean price 0.4, 8 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'cereneair.com' with mean price 0.5, 3 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'hormelfoods.com' with mean price 0.3, 2 impressions of adomain 'kenvuepro.com' with mean price 1.4, 1 impressions of adomain 'ordercoldstone.com' with mean price 0.7, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 3 impressions of adomain 'paramountplus.com' with mean price 0.7, 2 impressions of adomain 'productmadness.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 6 sessions in app 'com.fiogonia.hearts', 218 ad_requests with mean bid_floor 36.8; 1 sessions in app 'com.greyfun.card.solitaire.classic', 6 ad_requests with mean bid_floor 18.3; 2 sessions in app 'com.mintgames.solitaire.classic.card.game.free', 8 ad_requests with mean bid_floor 44.6; 2 sessions in app 'com.playvalve.solitaire', 52 ad_requests with mean bid_floor 59.7; 2 sessions in app 'com.solitaire.cards.deluxe', 13 ad_requests with mean bid_floor 1.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-13 4:33:39;time_since_impression_in_hours is 23;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 23;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.133728513776837;partition is 2822;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'ee6fb1be-2dd4-4b7f-b404-a0c1734934ab;'uuid is '75172481-605d-44da-864b-0015a2c85e59';bid_timestamp is '2025-01-08 23:42:18';device_id is 'ee6fb1be-2dd4-4b7f-b404-a0c1734934ab';biddate is '2025-01-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 113.258899801961;target_cpi is 3.29412255500029;campaign is 57828;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 1892558 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.4;prior_theme_impressions_count is 1;prior_tag_clicks_count is 5 ;time_since_click is '1892448';hour is '2025-01-08 23:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '12 sessions in app '0ab0a9b4f6df77bee7aff09b810fe299', 0 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.bigcake.android.bubbledaily', 12 ad_requests with mean bid_floor 18.9, 1 impressions of adomain 'amazon.com' with mean price 0.8; 1 sessions in app 'com.codeway.brainapp', 1 ad_requests with mean bid_floor 0.0; 15 sessions in app 'com.fiogonia.yatzy', 48 ad_requests with mean bid_floor 22.9; 2 sessions in app 'com.intensedev.biblesolitaire.gp', 16 ad_requests with mean bid_floor 16.3; 32 sessions in app 'com.mobilityware.GinRummySolitaire', 1000 ad_requests with mean bid_floor 38.4, 1 clicks of adomain '1000bulbs.com', 1 impressions of adomain '1000bulbs.com' with mean price 43.1, 2 impressions of adomain 'albertsons.com' with mean price 0.4, 1 impressions of adomain 'candycrushsodasaga.com' with mean price 0.1, 2 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'gnc.com' with mean price 0.1, 1 impressions of adomain 'gulfshores.com' with mean price 0.1, 1 impressions of adomain 'illinoislottery.com' with mean price 0.1, 2 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 2 impressions of adomain 'king.com' with mean price 0.1, 3 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'mattel163.com' with mean price 0.1, 6 impressions of adomain 'mistplay.com' with mean price 0.1, 2 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'pocketfm.com' with mean price 0.1, 14 impressions of adomain 'productmadness.com' with mean price 0.1, 2 impressions of adomain 'rovio.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'scopely.com' with mean price 0.2, 1 impressions of adomain 'seriously.com' with mean price 0.1, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'spinxgames.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 2 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wooga.com' with mean price 0.1, 1 impressions of adomain 'youyungames.com' with mean price 33.7, 1 clicks of adomain 'youyungames.com', 1 impressions of adomain 'zynga.com' with mean price 0.1; 17 sessions in app 'com.tripledot.spades', 169 ad_requests with mean bid_floor 5.0, 2 impressions of adomain '9snail.com' with mean price 0.4, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 3 impressions of adomain 'generalmills.com' with mean price 2.1, 1 impressions of adomain 'kelloggs.com' with mean price 1.1, 1 impressions of adomain 'mail.quadient.com' with mean price 1.8, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 2 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 114.8, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'prilosecotc.com' with mean price 0.7, 2 impressions of adomain 'productmadness.com' with mean price 0.2, 1 impressions of adomain 'publicisna.com' with mean price 0.5, 2 impressions of adomain 'samsclub.com' with mean price 0.7, 2 impressions of adomain 'titosvodka.com' with mean price 0.3, 2 impressions of adomain 'vicks.com' with mean price 0.5, 2 impressions of adomain 'visitgrandjunction.com' with mean price 1.1, 3 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'zedge.net' with mean price 54.8; 13 sessions in app 'com.vitastudio.mahjong', 117 ad_requests with mean bid_floor 17.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.4; 10 sessions in app 'com.zynga.words', 105 ad_requests with mean bid_floor 53.0, 1 impressions of adomain 'perdue.com' with mean price 0.8, 2 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'in.crossy.daily_crossword', 20 ad_requests with mean bid_floor 5.8; 1 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 3.6; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 18.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-08 23:47:56;time_since_impression_in_hours is 525;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 526;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.984632812761157;partition is 173;segments is 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'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_New_100k_11_10_2024' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.dekovir.wordrift_Android_CPA(1776)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.biblecode_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'bloom_com.blackout.spades_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '50459c5c-7f93-4ba1-8957-9b54a84be63c;'uuid is 'c3687516-053b-41af-9947-b42d07bfd123';bid_timestamp is '2025-01-08 4:13:17';device_id is '50459c5c-7f93-4ba1-8957-9b54a84be63c';biddate is '2025-01-08';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 17.5570514478506;target_cpi is 2.08900876385572;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 7.78 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 7.78;prior_tag_impressions_count is 108 ;time_since_impression is 680019 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.32;prior_theme_impressions_count is 108;prior_tag_clicks_count is 13 ;time_since_click is '680016';hour is '2025-01-08 04:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior_stats_in_past is '4 sessions in app 'com.baliuapps.superapp', 19 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.boombitgames.Dartsy', 40 ad_requests with mean bid_floor 262.5; 63 sessions in app 'com.boosty2.android', 295 ad_requests with mean bid_floor 0.0; 23 sessions in app 'com.browserzheng.foundernews', 1220 ad_requests with mean bid_floor 7.4; 3 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 17 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.cyber.clean', 5 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.cyber.fox', 3 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.duty.deviceclean.phonesto', 30 ad_requests with mean bid_floor 5.2; 27 sessions in app 'com.easytools.filehelper', 1109 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 10.3; 1 sessions in app 'com.fireboltstudios.carparkingcargames', 36 ad_requests with mean bid_floor 5.8; 9 sessions in app 'com.online.magnify.visontool', 158 ad_requests with mean bid_floor 0.1; 2 sessions in app 'com.sports.eightball.pool.rival', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 9.1; 4 sessions in app 'com.vafra.browser', 9 ad_requests with mean bid_floor 136.1; 2 sessions in app 'com.xmy.crazygeo.game', 234 ad_requests with mean bid_floor 14.3; 1 sessions in app 'com.zen.phonez', 2 ad_requests with mean bid_floor 2.6; 5 sessions in app 'kjv.bible.kingjamesbible', 72 ad_requests with mean bid_floor 20.4; 1 sessions in app 'magnite%2Fim9ss', 0 ad_requests with mean bid_floor 0.0; 4 sessions in app 'neon.pro.mob', 30 ad_requests with mean bid_floor 2.5; 19 sessions in app 'qe.zero.clutter', 186 ad_requests with mean bid_floor 5.2; 14 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 253 ad_requests with mean bid_floor 1.0, 1 clicks of adomain 'filipinocupid.com', 1 impressions of adomain 'filipinocupid.com' with mean price 7.1; 1 sessions in app 'yu.neo.cleanse', 9 ad_requests with mean bid_floor 11.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-08 4:16:04;time_since_impression_in_hours is 188;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 189;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.53680473590227;partition is 1884;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'dfba0d05-3fd6-4105-ab0a-85692833e545;'uuid is '67e0dcaa-074a-4bee-bace-a21224aed93c';bid_timestamp is '2025-01-13 19:31:53';device_id is 'dfba0d05-3fd6-4105-ab0a-85692833e545';biddate is '2025-01-13';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 4.84782490525554;target_cpi is 2.89561340725888;campaign is 57948;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 5.476667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 31 ;time_since_impression is 12479 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.5;prior_theme_impressions_count is 31;prior_tag_clicks_count is 5 ;time_since_click is '12474';hour is '2025-01-13 19:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.bigcake.android.bubbledaily', 6 ad_requests with mean bid_floor 17.6; 1 sessions in app 'com.faceapp.faceretouch.aifaceeditor', 1 ad_requests with mean bid_floor 147.1; 1 sessions in app 'com.newpubco.spades', 24 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'pmi.com' with mean price 0.5; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 5.2; 112 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 15811 ad_requests with mean bid_floor 12.6, 1 impressions of adomain 'boombeauty.com' with mean price 6.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'intuit.com' with mean price 4.0, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 7.6, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 5.5, 1 impressions of adomain 'oakevergames.com' with mean price 2.8, 4 impressions of adomain 'peppermint-lips.com' with mean price 6.4, 2 impressions of adomain 'tech.pokergaga.net' with mean price 4.7, 1 clicks of adomain 'welloflife.com', 2 impressions of adomain 'welloflife.com' with mean price 5.8; 2 sessions in app 'com.tripledot.solitaire', 6 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 7.5; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 5.4; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 9.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 19:54:36;time_since_impression_in_hours is 3;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 3;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.849372238723702;partition is 697;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '29664e8b-d142-4b82-93f5-0bc06fbf4a5b;'uuid is '8c1a9bba-b96e-4b05-8563-1916aaeff2c4';bid_timestamp is '2025-01-18 2:04:01';device_id is '29664e8b-d142-4b82-93f5-0bc06fbf4a5b';biddate is '2025-01-18';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 3.36 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is 5.464902;third_party_bid_price is 3.36;prior_tag_impressions_count is 12 ;time_since_impression is 171819 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 12;prior_tag_clicks_count is 4 ;time_since_click is '608538';hour is '2025-01-18 02:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.arcadiastudio.mahjong.puzzle', 33 ad_requests with mean bid_floor 17.2; 20 sessions in app 'com.bigcake.jigsaw.puzzles', 330 ad_requests with mean bid_floor 12.4, 1 impressions of adomain 'adidas.com' with mean price 0.3, 2 impressions of adomain 'allstate.com' with mean price 0.4, 1 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'bullardfurniture.com' with mean price 0.5, 1 impressions of adomain 'carolinacommercialsystems.com' with mean price 0.8, 1 impressions of adomain 'fiber.google.com' with mean price 1.2, 1 impressions of adomain 'goodnites.com' with mean price 0.3, 1 impressions of adomain 'kbhome.com' with mean price 0.9, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 5 impressions of adomain 'marcus.com' with mean price 0.6, 2 impressions of adomain 'maxwoodfurniture.com' with mean price 0.5, 3 impressions of adomain 'mitchellhvac.com' with mean price 0.5, 1 impressions of adomain 'networkforhope.org' with mean price 0.7, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'pull-ups.com' with mean price 0.3, 1 impressions of adomain 'sling.com' with mean price 0.3, 16 impressions of adomain 'splashgalleries.com' with mean price 0.7; 26 sessions in app 'com.blackout.gin', 1320 ad_requests with mean bid_floor 6.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'fcticlassaction.com' with mean price 0.4, 1 impressions of adomain 'justdice.io' with mean price 0.2, 8 impressions of adomain 'mobilityware.com' with mean price 0.3, 1 impressions of adomain 'weather.com' with mean price 0.2; 10 sessions in app 'com.blackout.spades', 1466 ad_requests with mean bid_floor 29.2, 2 impressions of adomain 'healthprimal.com' with mean price 12.0, 3 impressions of adomain 'newpub.co/spades' with mean price 6.6; 11 sessions in app 'com.gamovation.mahjongclub', 101 ad_requests with mean bid_floor 6.2; 25 sessions in app 'com.tripledot.solitaire', 2907 ad_requests with mean bid_floor 14.0, 2 impressions of adomain 'aboutamazon.com' with mean price 1.5, 9 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'coca-cola.com' with mean price 22.0, 1 impressions of adomain 'directv.com' with mean price 0.3, 4 impressions of adomain 'discover.com' with mean price 0.6, 3 impressions of adomain 'geico.com' with mean price 2.0, 1 impressions of adomain 'gtnr.it' with mean price 0.8, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.6, 1 impressions of adomain 'informatica.com' with mean price 0.4, 2 impressions of adomain 'ingrezza.com' with mean price 0.6, 2 impressions of adomain 'king.com' with mean price 0.1, 1 impressions of adomain 'layer8masters.com' with mean price 0.4, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 3 impressions of adomain 'metamucil.com' with mean price 0.5, 2 impressions of adomain 'paintbynumber.app' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 0.3, 1 impressions of adomain 'princeresortonline.com' with mean price 0.4, 4 impressions of adomain 'sanofi.com' with mean price 0.6, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sublocade.com' with mean price 0.6, 4 impressions of adomain 'theraflu.com' with mean price 0.5, 1 impressions of adomain 'truecitrus.com' with mean price 0.9, 3 impressions of adomain 'tums.com' with mean price 0.5, 1 impressions of adomain 'tysonfoods.com' with mean price 0.7, 4 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'workday.com' with mean price 0.7, 1 impressions of adomain 'www.vitastudio.ai' with mean price 15.7; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 7.3; 6 sessions in app 'easy.sudoku.puzzle.solver.free', 140 ad_requests with mean bid_floor 28.3, 1 impressions of adomain '7-eleven.com' with mean price 0.1, 2 impressions of adomain 'dnb.com' with mean price 0.1, 1 impressions of adomain 'geico.com' with mean price 1.8, 3 impressions of adomain 'harristeeter.com' with mean price 0.3, 1 impressions of adomain 'kitchenaid.com' with mean price 0.1, 1 impressions of adomain 'surveymonkey.com' with mean price 0.1, 1 impressions of adomain 'workday.com' with mean price 0.7; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 36.2; 34 sessions in app 'jigsaw.puzzle.game.banana', 913 ad_requests with mean bid_floor 40.5, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'bradberrygarnerrealestate.com' with mean price 0.6, 1 impressions of adomain 'carando.com' with mean price 0.1, 3 impressions of adomain 'commercialopenings.com' with mean price 0.5, 1 impressions of adomain 'crest.com' with mean price 0.4, 1 impressions of adomain 'dawsonselectric.com' with mean price 0.7, 1 impressions of adomain 'fastmed.com' with mean price 0.5, 1 impressions of adomain 'ftc.net' with mean price 0.1, 12 impressions of adomain 'infinitiofraleigh.com' with mean price 0.5, 1 impressions of adomain 'instacart.com' with mean price 0.0, 29 impressions of adomain 'jetblue.com' with mean price 0.2, 1 impressions of adomain 'markjacobsontoyota.com' with mean price 0.7, 1 impressions of adomain 'marshallsmarine.com' with mean price 0.5, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'nestle-watersna.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 6 impressions of adomain 'paycom.com' with mean price 0.2, 3 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'pocketfm.com' with mean price 0.0, 1 impressions of adomain 'sandhillscollisioncenter.com' with mean price 0.2, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 3 impressions of adomain 'stonyfield.com' with mean price 0.4, 1 impressions of adomain 'subaru.com' with mean price 0.1, 3 impressions of adomain 'textnow.com' with mean price 0.2, 1 impressions of adomain 'thekeatonatbriercreek.com' with mean price 0.3, 21 impressions of adomain 'walmart.com' with mean price 1.3, 3 impressions of adomain 'wellbizbrands.com' with mean price 0.2; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 4.1; 37 sessions in app 'spider.classic.solitaire.card.pgmaker', 1083 ad_requests with mean bid_floor 24.3, 21 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'goodnites.com' with mean price 0.4, 1 impressions of adomain 'google.com' with mean price 1.1, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 2 impressions of adomain 'kbhome.com' with mean price 0.7, 1 impressions of adomain 'santanderus.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 3.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 47;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 169;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.783161475035681;partition is 697;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_100k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '1dd27bc3-d69e-4ca1-a48e-a1589ef242a4;'uuid is 'ed42445f-0d4d-4f11-9a4d-4bcdf7d5283d';bid_timestamp is '2025-01-09 4:41:38';device_id is '1dd27bc3-d69e-4ca1-a48e-a1589ef242a4';biddate is '2025-01-09';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 13.4462373580964;target_cpi is 1.18309529718391;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 14.133333;placement_historical_value is 11.10751;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 2331831 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.88;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is '13580324';hour is '2025-01-09 04:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '48 sessions in app 'com.appgeneration.itunerfree', 132 ad_requests with mean bid_floor 15.0; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 9.9; 73 sessions in app 'com.block.juggle', 572 ad_requests with mean bid_floor 32.8; 1 sessions in app 'com.chuangame.heromergewar', 6 ad_requests with mean bid_floor 17.2; 3 sessions in app 'com.handmark.expressweather', 6 ad_requests with mean bid_floor 76.4; 5 sessions in app 'com.kamagames.blackjack', 7 ad_requests with mean bid_floor 4.5; 11 sessions in app 'com.newpubco.spades', 1138 ad_requests with mean bid_floor 9.4, 1 impressions of adomain '7-eleven.com' with mean price 0.6, 1 impressions of adomain 'acorn.tv' with mean price 0.3, 2 impressions of adomain 'advanticehealth.com' with mean price 0.3, 1 impressions of adomain 'airproducts.com' with mean price 0.7, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 37 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'amcplus.com' with mean price 0.4, 1 impressions of adomain 'americangreetings.com' with mean price 0.7, 5 impressions of adomain 'astrazeneca.com' with mean price 0.4, 2 impressions of adomain 'baxter.com' with mean price 0.8, 1 impressions of adomain 'bestbuy.com' with mean price 0.3, 1 impressions of adomain 'bigelowtea.com' with mean price 0.6, 2 impressions of adomain 'calvinklein.us' with mean price 0.2, 3 impressions of adomain 'candycrushsodasaga.com' with mean price 0.4, 1 impressions of adomain 'capitalchevroletbuickgmcoflexington.com' with mean price 0.3, 3 impressions of adomain 'carolina.com' with mean price 0.2, 1 impressions of adomain 'catalyst.com' with mean price 0.9, 2 impressions of adomain 'centurygame.com' with mean price 0.5, 4 impressions of adomain 'chimebank.com' with mean price 0.6, 1 impressions of adomain 'citadel.edu' with mean price 0.5, 2 impressions of adomain 'coach.com' with mean price 0.3, 1 impressions of adomain 'crest.com' with mean price 0.6, 1 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 4 impressions of adomain 'dollargeneral.com' with mean price 0.3, 4 impressions of adomain 'dreamgames.com' with mean price 19.6, 2 impressions of adomain 'dspolitical.com' with mean price 0.9, 21 impressions of adomain 'duke-energy.com' with mean price 0.3, 5 impressions of adomain 'edgeparkcgm.com' with mean price 1.8, 1 impressions of adomain 'facebook.com' with mean price 0.2, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.5, 2 impressions of adomain 'flamingoisland.com' with mean price 0.3, 1 impressions of adomain 'fleamastersfleamarket.com' with mean price 0.3, 2 impressions of adomain 'forsythplasticsurgery.com' with mean price 0.5, 1 impressions of adomain 'gnc.com' with mean price 0.9, 6 impressions of adomain 'goodnes.com' with mean price 0.8, 5 impressions of adomain 'google.com' with mean price 2.2, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'hgf.org' with mean price 0.6, 2 impressions of adomain 'homespotter.com' with mean price 0.7, 1 impressions of adomain 'intrinsiq.com' with mean price 0.2, 4 impressions of adomain 'intuit.com' with mean price 0.7, 1 impressions of adomain 'kao.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 2 impressions of adomain 'kindsnacks.com' with mean price 0.4, 4 impressions of adomain 'kobayashi.com' with mean price 0.4, 2 impressions of adomain 'libertyhomecare.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'metamucil.com' with mean price 0.9, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 3 impressions of adomain 'naturemade.com' with mean price 0.5, 9 impressions of adomain 'ncsecu.org' with mean price 0.6, 1 impressions of adomain 'nowfoods.com' with mean price 0.7, 2 impressions of adomain 'nurtec.com' with mean price 1.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'o2fitnessclubs.com' with mean price 0.8, 2 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'olly.com' with mean price 0.6, 10 impressions of adomain 'paxlovid.com' with mean price 0.8, 3 impressions of adomain 'pg.com' with mean price 0.6, 1 impressions of adomain 'prilosecotc.com' with mean price 0.5, 3 impressions of adomain 'progressive.com' with mean price 0.5, 4 impressions of adomain 'quantstampfairfund.com' with mean price 0.5, 2 impressions of adomain 'redbull.com' with mean price 0.6, 2 impressions of adomain 'revlon.com' with mean price 0.3, 2 impressions of adomain 'sakrete.com' with mean price 1.0, 1 impressions of adomain 'salarly.com' with mean price 1.0, 1 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'scottbrand.com' with mean price 0.7, 1 impressions of adomain 'secret.com' with mean price 0.4, 3 impressions of adomain 'seriously.com' with mean price 0.3, 1 impressions of adomain 'soldejaneiro.com' with mean price 0.2, 1 impressions of adomain 'sumocitrus.com' with mean price 0.4, 2 impressions of adomain 'thedress.boutique' with mean price 0.5, 1 impressions of adomain 'thestgermaingroup.net' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 0.7, 1 impressions of adomain 'valvolineglobal.com' with mean price 0.4, 3 impressions of adomain 'vicks.com' with mean price 0.5, 8 impressions of adomain 'vitalproteins.com' with mean price 1.1, 2 impressions of adomain 'vivistim.com' with mean price 0.4, 1 impressions of adomain 'vrbo.com' with mean price 0.3, 2 impressions of adomain 'welloflife.com' with mean price 9.2, 1 clicks of adomain 'welloflife.com', 1 impressions of adomain 'wisewaveltd.com' with mean price 0.2, 5 impressions of adomain 'wkkellogg.com' with mean price 0.2, 7 impressions of adomain 'woodmenlife.com' with mean price 0.6, 6 impressions of adomain 'wyndhamhotels.com' with mean price 0.8, 1 impressions of adomain 'xtratuf.com' with mean price 0.9, 1 impressions of adomain 'zscaler.com' with mean price 1.0; 1 sessions in app 'com.peoplefun.wordcross', 15 ad_requests with mean bid_floor 6.6; 2 sessions in app 'com.radio.pocketfm', 19 ad_requests with mean bid_floor 14.4, 1 clicks of adomain 'thefreesampleshelper.com', 1 impressions of adomain 'thefreesampleshelper.com' with mean price 16.2; 8 sessions in app 'com.tripledot.solitaire', 1438 ad_requests with mean bid_floor 5.3, 1 impressions of adomain 'admile.com' with mean price 0.5, 2 impressions of adomain 'amazon.com' with mean price 0.0, 2 impressions of adomain 'bitybbq.com' with mean price 0.4, 1 impressions of adomain 'citadel.edu' with mean price 0.5, 6 impressions of adomain 'depend.com' with mean price 0.0, 1 clicks of adomain 'dreamgames.com', 1 impressions of adomain 'dreamgames.com' with mean price 20.1, 1 impressions of adomain 'fcticlassaction.com' with mean price 0.5, 1 impressions of adomain 'geico.com' with mean price 0.6, 1 impressions of adomain 'goodnes.com' with mean price 1.1, 2 impressions of adomain 'helloned.com' with mean price 0.0, 2 impressions of adomain 'king.com' with mean price 0.1, 2 impressions of adomain 'lumahealth.io' with mean price 0.8, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'pentlyconger.com' with mean price 0.6, 10 impressions of adomain 'planetoat.com' with mean price 0.5, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'samsclub.com' with mean price 0.7, 1 impressions of adomain 'scopely.com' with mean price 0.2, 1 impressions of adomain 'scottbrand.com' with mean price 0.0, 1 impressions of adomain 'sliding.toys' with mean price 0.1, 1 impressions of adomain 'tremfya.com' with mean price 0.5, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'vsp.com' with mean price 0.0, 5 impressions of adomain 'www.vitastudio.ai' with mean price 0.4, 1 impressions of adomain 'yoursecurenetguard.com' with mean price 0.3; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 3.8; 2 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 9.9; 35 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 1302 ad_requests with mean bid_floor 0.6';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-10 20:28:40;dc_15roundended_before_d8_timestamp is 45667.7381018519;ag_retention_d1_timestamp is 2025-01-09 4:57:40;0_timestamp is 2025-01-09 4:57:40;time_since_impression_in_hours is 647;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 3772;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.517935850168903;partition is 1057;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'cb3380dd-ae13-408c-b2e7-75fef3fb8107;'uuid is '531d4c10-0d44-4c2d-aca2-709e87daa95d';bid_timestamp is '2025-01-10 18:56:52';device_id is 'cb3380dd-ae13-408c-b2e7-75fef3fb8107';biddate is '2025-01-10';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 41.942876025268;target_cpi is 1.39415223238462;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 10.176;placement_historical_value is 38.805786;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 229909 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.01;prior_theme_impressions_count is 11;prior_tag_clicks_count is 7 ;time_since_click is '229906';hour is '2025-01-10 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '4 sessions in app 'com.blackout.spades', 141 ad_requests with mean bid_floor 24.8, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 41.9; 3 sessions in app 'com.logomaster.logomaker', 5 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.manik.words', 10 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.newpubco.spades', 12 ad_requests with mean bid_floor 24.0; 1 sessions in app 'com.tripledot.solitaire', 9 ad_requests with mean bid_floor 8.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-10 19:54:15;time_since_impression_in_hours is 63;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 64;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.787018437327573;partition is 2321;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.redcell.goldandgoblins_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_20)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '932757ba-d716-46e5-a3ab-36eca9224010;'uuid is '51665697-0677-401c-8d72-b20fa7518b2b';bid_timestamp is '2025-01-18 0:50:48';device_id is '932757ba-d716-46e5-a3ab-36eca9224010';biddate is '2025-01-18';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 3.1906 ;min_floor is 3.1906 ;bidmachine_placement_value is 3.392;placement_historical_value is 6.04127;third_party_bid_price is ;prior_tag_impressions_count is 80 ;time_since_impression is 7022054 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 80;prior_tag_clicks_count is 4 ;time_since_click is '13127162';hour is '2025-01-18 00:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '15 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 355 ad_requests with mean bid_floor 14.1, 1 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'pearcommerce.com' with mean price 0.8, 1 impressions of adomain 'polivy.com' with mean price 0.3; 3 sessions in app 'com.ABQDevelopers.mobileimagemerge', 67 ad_requests with mean bid_floor 6.0; 60 sessions in app 'com.blackout.spades', 10356 ad_requests with mean bid_floor 26.9, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'angelo.edu' with mean price 0.3, 1 impressions of adomain 'carolina.com' with mean price 0.3, 3 impressions of adomain 'chipsahoy.com' with mean price 0.4, 3 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'espn.com' with mean price 0.3, 1 impressions of adomain 'frostbank.com' with mean price 0.2, 1 impressions of adomain 'glacierstogeysers.com' with mean price 0.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 5.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 4 impressions of adomain 'progressive.com' with mean price 0.4, 6 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'sourpatchkids.com' with mean price 0.5, 4 impressions of adomain 'strategar.com' with mean price 0.6, 1 impressions of adomain 'sweetfrog.com' with mean price 2.1, 1 impressions of adomain 'texanscan.org' with mean price 0.8, 9 impressions of adomain 'winstar.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3, 1 impressions of adomain 'yahoo.com' with mean price 0.3; 47 sessions in app 'com.easybrain.art.puzzle', 5094 ad_requests with mean bid_floor 13.7, 1 impressions of adomain 'adobe.com' with mean price 0.8, 1 impressions of adomain 'alignprobiotics.com' with mean price 1.0, 2 impressions of adomain 'amanet.org' with mean price 0.5, 2 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'apspayroll.com' with mean price 0.2, 5 impressions of adomain 'att.com' with mean price 4.3, 1 impressions of adomain 'blazingpine.com' with mean price 0.4, 3 impressions of adomain 'budlight.com' with mean price 0.6, 1 impressions of adomain 'burnsvillevw.com' with mean price 0.6, 1 impressions of adomain 'choreoadvisors.com' with mean price 33.4, 2 impressions of adomain 'christianapp.org' with mean price 0.4, 1 impressions of adomain 'cicis.com' with mean price 0.7, 1 impressions of adomain 'corteva.us' with mean price 1.7, 1 impressions of adomain 'covergirl.com' with mean price 0.4, 1 impressions of adomain 'cricketwireless.com' with mean price 0.3, 4 impressions of adomain 'depend.com' with mean price 0.7, 4 impressions of adomain 'disneyplus.com' with mean price 0.2, 4 impressions of adomain 'evrysdi.com' with mean price 0.4, 35 impressions of adomain 'goldbond.com' with mean price 0.5, 1 impressions of adomain 'haus.video' with mean price 0.3, 1 impressions of adomain 'healthmartpharmacieslocal.com' with mean price 0.3, 1 impressions of adomain 'high5casino.com' with mean price 0.4, 1 impressions of adomain 'hitachi.com' with mean price 0.4, 1 impressions of adomain 'hormelfoods.com' with mean price 0.5, 8 impressions of adomain 'jazzpharma.com' with mean price 0.9, 1 impressions of adomain 'kellanova.com' with mean price 0.4, 3 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'kickapoo-casino.com' with mean price 1.3, 42 impressions of adomain 'linkedin.com' with mean price 8.7, 1 impressions of adomain 'lnkd.in' with mean price 1.5, 1 impressions of adomain 'lucidlink.com' with mean price 7.8, 2 impressions of adomain 'lunagrill.com' with mean price 0.4, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'mendocinofarms.com' with mean price 7.5, 1 impressions of adomain 'microsoft.com' with mean price 0.5, 1 impressions of adomain 'morganandco.com' with mean price 0.9, 1 impressions of adomain 'mountain.com' with mean price 24.4, 1 impressions of adomain 'octagon.com' with mean price 0.7, 6 impressions of adomain 'padcev.com' with mean price 0.3, 2 impressions of adomain 'paypal.com' with mean price 0.3, 1 impressions of adomain 'pearlgreenway.com' with mean price 0.4, 2 impressions of adomain 'perrier.com' with mean price 1.1, 1 impressions of adomain 'polivy.com' with mean price 0.3, 3 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'quiktrip.com' with mean price 0.2, 1 impressions of adomain 'renewalbyandersen.com' with mean price 0.6, 1 impressions of adomain 'riseagainsthunger.org' with mean price 9.1, 1 impressions of adomain 'samsung.com' with mean price 0.2, 2 impressions of adomain 'siggis.com' with mean price 0.2, 1 impressions of adomain 'ssa.gov' with mean price 38.8, 1 impressions of adomain 'strategar.com' with mean price 0.2, 4 impressions of adomain 'surveymonkey.com' with mean price 2.4, 1 impressions of adomain 'texasmutual.com' with mean price 0.2, 1 impressions of adomain 'truist.com' with mean price 6.4, 1 impressions of adomain 'trusttexas.bank' with mean price 0.4, 1 impressions of adomain 'turnberryoneparktower.com' with mean price 37.8, 3 impressions of adomain 'upwork.com' with mean price 5.1, 1 impressions of adomain 'utah.edu' with mean price 11.1, 4 impressions of adomain 'utulsa.edu' with mean price 0.7, 3 impressions of adomain 'velphoro.us' with mean price 0.4, 5 impressions of adomain 'verizon.com' with mean price 0.4, 3 impressions of adomain 'verizonwireless.com' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 1.0, 6 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3, 1 impressions of adomain 'woundedwarriorproject.org' with mean price 0.6, 1 impressions of adomain 'www.progressive.com' with mean price 0.1; 8 sessions in app 'com.easybrain.backgammon.board.games', 607 ad_requests with mean bid_floor 9.2, 2 impressions of adomain '24hourfitness.com' with mean price 0.6, 3 impressions of adomain 'allianz.com' with mean price 0.8, 1 impressions of adomain 'concordia.edu' with mean price 0.5, 1 impressions of adomain 'frostbank.com' with mean price 0.1, 3 impressions of adomain 'goldbond.com' with mean price 0.4, 1 impressions of adomain 'havertys.com' with mean price 0.1, 6 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'kellanova.com' with mean price 0.5, 1 impressions of adomain 'michelobultra.com' with mean price 0.2, 1 impressions of adomain 'morganandco.com' with mean price 0.2, 1 impressions of adomain 'oaklawn.com' with mean price 0.8, 1 impressions of adomain 'paypal.com' with mean price 0.3, 1 impressions of adomain 'rdoequipment.com' with mean price 0.1, 1 impressions of adomain 'regeneron.com' with mean price 0.1, 1 impressions of adomain 'sonypictures.com' with mean price 0.6, 1 impressions of adomain 'southwest.com' with mean price 0.1, 1 impressions of adomain 'spectrum.com' with mean price 2.0, 1 impressions of adomain 'texasoncology.com' with mean price 0.1, 1 impressions of adomain 'vicks.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 23 sessions in app 'com.easybrain.number.sums.puzzle', 2572 ad_requests with mean bid_floor 17.9, 1 impressions of adomain 'christianapp.org' with mean price 0.5, 1 impressions of adomain 'direxioninvestments.com' with mean price 6.1, 3 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 3 impressions of adomain 'evrysdi.com' with mean price 0.3, 1 impressions of adomain 'frostbank.com' with mean price 0.1, 1 impressions of adomain 'generalmills.com' with mean price 1.9, 4 impressions of adomain 'goldbond.com' with mean price 0.6, 7 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'instacart.com' with mean price 4.1, 9 impressions of adomain 'jazzpharma.com' with mean price 1.0, 1 impressions of adomain 'kellanova.com' with mean price 0.4, 1 impressions of adomain 'kohls.com' with mean price 0.4, 1 impressions of adomain 'polivy.com' with mean price 0.1, 1 impressions of adomain 'spectrum.com' with mean price 2.0, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'tampax.com' with mean price 5.1, 1 impressions of adomain 'texasoncology.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 1.5, 1 impressions of adomain 'velphoro.us' with mean price 0.1; 1 sessions in app 'com.facedance.reface.star.mv.maker.funnyface', 1 ad_requests with mean bid_floor 104.3; 27 sessions in app 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games', 534 ad_requests with mean bid_floor 3.5, 5 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'albertsons.com' with mean price 0.3, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'landyield.com' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 1 clicks of adomain 'speelead.com', 1 impressions of adomain 'speelead.com' with mean price 7.2, 1 impressions of adomain 'www.learnings.ai' with mean price 0.0; 37 sessions in app 'com.fiogonia.hearts', 2724 ad_requests with mean bid_floor 26.4; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.8; 44 sessions in app 'com.gamebility.onet', 1067 ad_requests with mean bid_floor 2.6, 6 impressions of adomain 'adidas.com' with mean price 0.0, 11 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'apspayroll.com' with mean price 11.8, 1 impressions of adomain 'bidease.com_101931' with mean price 0.1, 1 clicks of adomain 'crowe.com', 1 impressions of adomain 'crowe.com' with mean price 7.1, 1 impressions of adomain 'esupplements.com' with mean price 0.1, 2 impressions of adomain 'globalpublishers.com' with mean price 0.4, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 1 impressions of adomain 'hikethehike.com' with mean price 0.1, 1 impressions of adomain 'hizentra.com' with mean price 0.4, 1 clicks of adomain 'linkedin.com', 5 impressions of adomain 'linkedin.com' with mean price 30.9, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'nike.com' with mean price 0.2, 2 impressions of adomain 'nordvpn.com' with mean price 0.1, 2 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'saily.com' with mean price 0.0, 1 impressions of adomain 'soundofprofound.com' with mean price 0.1, 2 impressions of adomain 'starbucks.com' with mean price 0.0, 2 impressions of adomain 'surveymonkey.com' with mean price 6.1, 1 impressions of adomain 'texascarsdirect.com' with mean price 0.1, 1 impressions of adomain 'theriverstarcasino.com' with mean price 0.2, 2 impressions of adomain 'www.explorelouisiana.com' with mean price 0.1, 2 impressions of adomain 'www.progressive.com' with mean price 0.5; 29 sessions in app 'com.huuuge.domino', 1210 ad_requests with mean bid_floor 14.4; 4 sessions in app 'com.kristanix.android.jigsawpuzzleepic', 13 ad_requests with mean bid_floor 2.4; 64 sessions in app 'com.lulo.scrabble.classicwords', 97 ad_requests with mean bid_floor 0.0; 44 sessions in app 'com.mobilityware.Sudoku', 1982 ad_requests with mean bid_floor 16.7, 1 clicks of adomain 'belka-games.com', 1 impressions of adomain 'belka-games.com' with mean price 0.7, 3 impressions of adomain 'dollargeneral.com' with mean price 0.3, 2 impressions of adomain 'evrysdi.com' with mean price 0.3, 1 impressions of adomain 'fiverr.com' with mean price 2.2, 6 impressions of adomain 'frostbank.com' with mean price 0.4, 1 impressions of adomain 'grainger.com' with mean price 0.8, 1 impressions of adomain 'kohls.com' with mean price 0.3, 2 impressions of adomain 'paypal.com' with mean price 0.8, 1 clicks of adomain 'redecor.com', 1 impressions of adomain 'selectquote.com' with mean price 0.8, 4 impressions of adomain 'snapchat.com' with mean price 1.7; 2 sessions in app 'com.newpubco.spades', 27 ad_requests with mean bid_floor 3.4, 1 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'chipsahoy.com' with mean price 0.8, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'naturalgrocers.com' with mean price 0.5, 1 impressions of adomain 'prilosecotc.com' with mean price 0.5; 1 sessions in app 'com.on.currencyon', 116 ad_requests with mean bid_floor 6.1; 23 sessions in app 'com.openmygame.games.android.jigsawpuzzle', 962 ad_requests with mean bid_floor 8.4, 1 impressions of adomain 'amazon.com' with mean price 7.8, 3 clicks of adomain 'snapchat.com', 5 impressions of adomain 'snapchat.com' with mean price 3.8; 1 sessions in app 'com.peoplefun.wordcross', 5 ad_requests with mean bid_floor 6.0; 4 sessions in app 'com.sigjkeiu.combinationt', 303 ad_requests with mean bid_floor 11.2; 2 sessions in app 'com.staplegames.dice', 4 ad_requests with mean bid_floor 13.3; 22 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 1357 ad_requests with mean bid_floor 8.7, 96 impressions of adomain 'adidas.com' with mean price 0.0, 4 impressions of adomain 'adobe.com' with mean price 0.0, 2 impressions of adomain 'adp.com' with mean price 0.1, 5 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'archwellhealth.com' with mean price 0.6, 1 impressions of adomain 'bailbondsdfw.com' with mean price 0.1, 1 impressions of adomain 'bigdeltacapital.com' with mean price 0.3, 1 impressions of adomain 'bobcat.com' with mean price 0.1, 1 impressions of adomain 'carolina.com' with mean price 0.2, 1 impressions of adomain 'castlefineart.com' with mean price 0.1, 1 impressions of adomain 'chipsahoy.com' with mean price 0.4, 4 impressions of adomain 'cocacola.com' with mean price 0.1, 1 impressions of adomain 'corteva.us' with mean price 0.4, 1 impressions of adomain 'dafgiving360.org' with mean price 0.0, 17 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'earlham.edu' with mean price 0.3, 7 impressions of adomain 'ecarone.com' with mean price 0.1, 1 impressions of adomain 'eliteasphalt.net' with mean price 0.1, 1 impressions of adomain 'elysianliving.com' with mean price 1.5, 1 impressions of adomain 'ezcater.com' with mean price 0.1, 1 impressions of adomain 'firsthorizon.com' with mean price 0.1, 1 impressions of adomain 'foodbuy.com' with mean price 0.1, 1 impressions of adomain 'fundraiseup.com' with mean price 6.6, 2 impressions of adomain 'goldbond.com' with mean price 0.4, 1 impressions of adomain 'google.com' with mean price 0.0, 2 impressions of adomain 'grainger.com' with mean price 0.5, 1 impressions of adomain 'greendragonfl.com' with mean price 0.4, 1 impressions of adomain 'gridalternatives.org' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.0, 1 impressions of adomain 'hemgenix.com' with mean price 0.1, 1 impressions of adomain 'homespotter.com' with mean price 0.3, 1 impressions of adomain 'icyhot.com' with mean price 0.2, 3 impressions of adomain 'learnings.ai' with mean price 0.0, 5 clicks of adomain 'linkedin.com', 13 impressions of adomain 'linkedin.com' with mean price 6.7, 2 impressions of adomain 'livemonarchresidences.com' with mean price 0.0, 1 impressions of adomain 'microsoft.com' with mean price 0.0, 1 impressions of adomain 'miller-motte.edu' with mean price 0.7, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.0, 1 impressions of adomain 'nba.com' with mean price 0.1, 1 impressions of adomain 'nyxcosmetics.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.0, 2 impressions of adomain 'peacocktv.com' with mean price 0.1, 1 impressions of adomain 'penguinrandomhouse.com' with mean price 0.4, 1 impressions of adomain 'piagroup.com' with mean price 0.0, 1 impressions of adomain 'premierchevyofseaside.com' with mean price 0.1, 16 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'progressivecommercial.com' with mean price 0.0, 1 impressions of adomain 'rasushi.com' with mean price 0.1, 1 impressions of adomain 'saksfifthavenue.com' with mean price 0.0, 1 impressions of adomain 'salesnetwork.org' with mean price 0.0, 1 impressions of adomain 'samsung.com' with mean price 0.0, 1 impressions of adomain 'sanjose.org' with mean price 0.0, 1 impressions of adomain 'secure-medicine.org' with mean price 0.0, 1 impressions of adomain 'siemens.com' with mean price 0.1, 3 impressions of adomain 'soundofprofound.com' with mean price 0.1, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 2 impressions of adomain 'surveymonkey.com' with mean price 0.1, 2 impressions of adomain 'tamu.edu' with mean price 0.0, 1 impressions of adomain 'texas.gov' with mean price 0.3, 6 impressions of adomain 'texascarsdirect.com' with mean price 0.2, 1 impressions of adomain 'thecheesecakefactory.com' with mean price 0.0, 12 impressions of adomain 'tjx.com' with mean price 0.1, 1 impressions of adomain 'townandcountryroofingdfw.com' with mean price 0.2, 2 impressions of adomain 'ulta.com' with mean price 0.1, 1 impressions of adomain 'upwork.com' with mean price 0.1, 1 impressions of adomain 'usanewsupdates.com' with mean price 0.1, 1 impressions of adomain 'venturex.com' with mean price 0.1, 1 impressions of adomain 'vio.com' with mean price 0.0, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'weather.com' with mean price 0.0, 4 impressions of adomain 'wkkellogg.com' with mean price 0.1; 7 sessions in app 'com.tripledot.woodoku', 32 ad_requests with mean bid_floor 9.4; 29 sessions in app 'com.vitastudio.mahjong', 925 ad_requests with mean bid_floor 44.4, 1 impressions of adomain 'adidas.com' with mean price 0.1, 6 impressions of adomain 'amazon.com' with mean price 0.4, 12 impressions of adomain 'ashleyfurniture.com' with mean price 0.2, 1 impressions of adomain 'autoinsurance.org' with mean price 0.1, 2 impressions of adomain 'dallasisd.org' with mean price 0.2, 1 impressions of adomain 'dentek.com' with mean price 0.8, 4 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'dramamine.com' with mean price 0.2, 1 impressions of adomain 'enspryng.com' with mean price 0.2, 1 impressions of adomain 'equinox.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 10 impressions of adomain 'havertys.com' with mean price 0.7, 1 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'hotels.com' with mean price 0.1, 1 impressions of adomain 'icyhot.com' with mean price 0.1, 2 impressions of adomain 'ionetwork.com' with mean price 0.2, 7 impressions of adomain 'jamieturnerdesigns.com' with mean price 0.2, 1 impressions of adomain 'jeep.com' with mean price 0.1, 1 impressions of adomain 'jobs.bswhealth.com' with mean price 0.6, 2 impressions of adomain 'kelloggs.com' with mean price 0.9, 1 impressions of adomain 'kohls.com' with mean price 0.2, 1 impressions of adomain 'lbucommunityclinic.org' with mean price 0.4, 3 impressions of adomain 'nestle-watersna.com' with mean price 0.1, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 2 impressions of adomain 'paycom.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.2, 5 impressions of adomain 'reyeslaw.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.2, 38 impressions of adomain 'spectrum.com' with mean price 2.1, 2 impressions of adomain 'theratears.com' with mean price 0.4, 3 impressions of adomain 'voatx.org' with mean price 0.2, 1 impressions of adomain 'wabash.edu' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'xyzal.com' with mean price 0.2; 2 sessions in app 'easy.sudoku.puzzle.solver.free', 2 ad_requests with mean bid_floor 4.8; 18 sessions in app 'games.burny.playdoku.block.puzzle', 401 ad_requests with mean bid_floor 2.1, 5 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'chipsahoy.com' with mean price 0.1, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.3, 1 impressions of adomain 'corteva.us' with mean price 1.8, 4 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'epclusa.com' with mean price 0.2, 1 impressions of adomain 'eyepiecesdallas.com' with mean price 0.1, 2 impressions of adomain 'indeed.com' with mean price 0.0, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'kohls.com' with mean price 0.7, 10 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.1, 3 impressions of adomain 'whataburger.com' with mean price 0.5; 26 sessions in app 'in.daily_puzzle.crossword', 527 ad_requests with mean bid_floor 1.3, 1 impressions of adomain 'allstate.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.0, 6 impressions of adomain 'costco.com' with mean price 0.1, 1 impressions of adomain 'dailytimes247.com' with mean price 0.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.2, 2 impressions of adomain 'fla-keys.com' with mean price 0.2, 2 impressions of adomain 'frostbank.com' with mean price 0.2, 1 impressions of adomain 'grainger.com' with mean price 0.2, 2 impressions of adomain 'honda.com' with mean price 0.1, 1 impressions of adomain 'info.nu.edu' with mean price 1.3, 1 impressions of adomain 'intuit.com' with mean price 0.3, 4 impressions of adomain 'kayak.com' with mean price 0.1, 1 impressions of adomain 'louisianatravel.com' with mean price 0.5, 1 impressions of adomain 'nickspizzapompano.com' with mean price 0.1, 1 impressions of adomain 'priceline.com' with mean price 0.0, 1 impressions of adomain 'roblox.com' with mean price 0.0, 3 impressions of adomain 'snapchat.com' with mean price 3.7, 1 clicks of adomain 'snapchat.com', 1 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 1.3, 2 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0; 2 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 4.3; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 8.5; 14 sessions in app 'in.playsimple.wordtrip', 91 ad_requests with mean bid_floor 28.6; 7 sessions in app 'kidultlovin.word.zen', 558 ad_requests with mean bid_floor 25.9, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.1, 1 impressions of adomain 'frostbank.com' with mean price 0.8, 1 impressions of adomain 'jamieturnerdesigns.com' with mean price 0.1, 1 impressions of adomain 'mintmobile.com' with mean price 0.2, 1 impressions of adomain 'nestleusa.com' with mean price 0.1, 17 impressions of adomain 'walmart.com' with mean price 0.5; 29 sessions in app 'math.puzzle.games.crossmath.number.puzzles.free', 321 ad_requests with mean bid_floor 4.9, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'healthmartpharmacieslocal.com' with mean price 0.3, 1 impressions of adomain 'mcdonalds.com' with mean price 0.2, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'pinchapenny.com' with mean price 1.0, 1 impressions of adomain 'purewickathome.com' with mean price 0.2, 1 impressions of adomain 'theautopian.com' with mean price 0.1, 1 impressions of adomain 'www.progressive.com' with mean price 0.2; 29 sessions in app 'od_16146', 0 ad_requests with mean bid_floor 0.0; 81 sessions in app 'solitaire.spider.card.free.mania', 3994 ad_requests with mean bid_floor 18.3, 1 impressions of adomain 'adp.com' with mean price 0.4, 1 impressions of adomain 'agilent.com' with mean price 0.5, 9 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'apspayroll.com' with mean price 0.4, 1 impressions of adomain 'bancofcal.com' with mean price 0.8, 1 impressions of adomain 'beallsflorida.com' with mean price 0.9, 1 impressions of adomain 'bipartisanpolicy.org' with mean price 0.9, 1 impressions of adomain 'bp.com' with mean price 0.5, 1 impressions of adomain 'centivo.com' with mean price 2.8, 1 impressions of adomain 'cicis.com' with mean price 0.8, 1 impressions of adomain 'cigre.org' with mean price 2.0, 1 impressions of adomain 'cityteachingalliance.org' with mean price 4.7, 1 impressions of adomain 'corteva.us' with mean price 1.9, 1 impressions of adomain 'curative.com' with mean price 0.6, 1 impressions of adomain 'dallasfractionalcfo.com' with mean price 1.0, 2 impressions of adomain 'direxion.com' with mean price 0.8, 4 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'elysianliving.com' with mean price 1.1, 1 impressions of adomain 'esupplements.com' with mean price 0.4, 1 impressions of adomain 'evs.com' with mean price 2.8, 1 impressions of adomain 'firsthorizon.com' with mean price 0.5, 1 impressions of adomain 'freshexpress.com' with mean price 0.8, 3 impressions of adomain 'frostbank.com' with mean price 0.5, 1 impressions of adomain 'globalcommunities.org' with mean price 0.7, 1 impressions of adomain 'goodpath.com' with mean price 0.5, 1 impressions of adomain 'grainger.com' with mean price 0.8, 3 impressions of adomain 'haleon.com' with mean price 1.2, 1 impressions of adomain 'hispanicsummerprogram.org' with mean price 0.4, 1 impressions of adomain 'houstonmethodistcareers.org' with mean price 1.1, 1 impressions of adomain 'intuit.com' with mean price 0.4, 1 impressions of adomain 'jameshardie.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 2 impressions of adomain 'kohls.com' with mean price 0.4, 1 impressions of adomain 'lakesidebookcompany.com' with mean price 1.1, 2 impressions of adomain 'legacymakerstv.com' with mean price 2.0, 111 impressions of adomain 'linkedin.com' with mean price 9.0, 2 impressions of adomain 'lucidlink.com' with mean price 0.7, 1 impressions of adomain 'microsoft.com' with mean price 0.5, 1 impressions of adomain 'myriadcreativeservices.com' with mean price 0.5, 1 impressions of adomain 'orgain.com' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.6, 2 impressions of adomain 'roomstogo.com' with mean price 1.1, 6 impressions of adomain 'ruizfoods.com' with mean price 1.1, 1 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'starbucks.com' with mean price 0.5, 4 impressions of adomain 'surveymonkey.com' with mean price 0.5, 1 impressions of adomain 'tigrisdata.com' with mean price 0.6, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 1 impressions of adomain 'upwork.com' with mean price 0.4, 1 impressions of adomain 'usip.org' with mean price 0.7, 2 impressions of adomain 'workday.com' with mean price 0.4, 1 impressions of adomain 'www.progressive.com' with mean price 0.7, 1 impressions of adomain 'xceleration.com' with mean price 0.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-18 0:58:20;0_timestamp is 2025-01-18 0:58:20;time_since_impression_in_hours is 1950;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3646;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.708693113861958;partition is 3081;segments is ['com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'bloom_com.fiogonia.dominoes_USA_7d' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(purchase)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'and.brainworks.nummatch_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'and.lihuhu.findmatch_apps_embeddings_similarity' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'explore' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'easy.sudoku.puzzle.solver.free_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_1d' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '41d2de56-dd54-4288-a3f0-367c5f69bf4f;'uuid is 'aaf79730-d535-4b92-9e68-1ba352a5c98f';bid_timestamp is '2025-01-02 4:03:50';device_id is '41d2de56-dd54-4288-a3f0-367c5f69bf4f';biddate is '2025-01-02';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 74.8552341952428;target_cpi is 3.8;campaign is 57677;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 6.098 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.593333;placement_historical_value is ;third_party_bid_price is 6.098;prior_tag_impressions_count is 2 ;time_since_impression is 173707 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 3.86;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '173699';hour is '2025-01-02 04:00:00+00:00';day_of_week is '3';os_version is 15;user_behavior_stats_in_past is '5 sessions in app 'com.astarsoftware.spades', 460 ad_requests with mean bid_floor 33.8; 5 sessions in app 'com.blackout.gin', 237 ad_requests with mean bid_floor 2.4, 1 impressions of adomain 'mattel163.com' with mean price 0.4, 2 impressions of adomain 'mistplay.com' with mean price 0.3, 1 impressions of adomain 'mobilityware.com' with mean price 1.7, 1 impressions of adomain 'oakevergames.com' with mean price 0.3, 2 impressions of adomain 'playsimple.in' with mean price 0.4, 1 impressions of adomain 'weather.com' with mean price 0.4; 1 sessions in app 'com.newpubco.spades', 20 ad_requests with mean bid_floor 6.9, 3 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'audible.com' with mean price 2.3, 1 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.7; 1 sessions in app 'com.peoplefun.wordflowers', 5 ad_requests with mean bid_floor 6.0; 27 sessions in app 'com.scopely.yux', 122 ad_requests with mean bid_floor 12.2; 3 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 23 ad_requests with mean bid_floor 0.0; 3 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 55 ad_requests with mean bid_floor 5.4, 1 impressions of adomain 'mobilityware.com' with mean price 1.1, 1 clicks of adomain 'newpub.co/hearts', 1 impressions of adomain 'newpub.co/hearts' with mean price 27.0, 1 impressions of adomain 'weather.com' with mean price 0.7; 5 sessions in app 'gin.rummy.plus.free.online.offline.classic.card.game', 31 ad_requests with mean bid_floor 3.8; 2 sessions in app 'solitaire.patience.card.games.klondike.free', 42 ad_requests with mean bid_floor 11.4, 1 impressions of adomain 'osprey.com' with mean price 0.2, 2 impressions of adomain 'paramountplus.com' with mean price 0.6; 7 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 63 ad_requests with mean bid_floor 1.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 23:22:08;time_since_impression_in_hours is 48;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 48;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.95469473396867;partition is 3605;segments is ['bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'HDIP_iOS_USA_200_users_LITE']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '9c87034b-8c9c-4d24-96a2-b56729533d4e;'uuid is 'ff561f59-a60d-4f1d-a1b7-baefacabfbc8';bid_timestamp is '2025-02-06 18:28:07';device_id is '9c87034b-8c9c-4d24-96a2-b56729533d4e';biddate is '2025-02-06';country is 'USA';app is 'com.tripledot.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 29.9999999999999;target_cpi is 3.71999999999999;campaign is 58286;creative_id is 228965;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 24.537037;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 26941981 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is '27904286';hour is '2025-02-06 18:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.Seriously.BestFiends', 3 ad_requests with mean bid_floor 34.7; 1 sessions in app 'com.blackout.bubble', 42 ad_requests with mean bid_floor 16.4, 1 impressions of adomain 'houseparent.com' with mean price 1.0, 1 impressions of adomain 'ozempic.com' with mean price 1.6; 2 sessions in app 'com.boost.roku.remote', 2 ad_requests with mean bid_floor 194.0; 50 sessions in app 'com.crypt.gram.puzz', 2295 ad_requests with mean bid_floor 13.6, 2 impressions of adomain '50floor.com' with mean price 0.7, 1 impressions of adomain 'allterraarms.com' with mean price 1.8, 20 impressions of adomain 'amazon.com' with mean price 0.3, 3 impressions of adomain 'audible.com' with mean price 0.3, 1 impressions of adomain 'bancofcal.com' with mean price 0.8, 1 impressions of adomain 'bestbuy.com' with mean price 0.4, 1 impressions of adomain 'bgrdc.com' with mean price 9.8, 2 clicks of adomain 'block.yyplaygames.com', 4 impressions of adomain 'block.yyplaygames.com' with mean price 10.2, 1 impressions of adomain 'brenau.edu' with mean price 0.3, 1 impressions of adomain 'brukinsa.com' with mean price 1.4, 1 impressions of adomain 'carnival.com' with mean price 0.2, 1 impressions of adomain 'churchdwight.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.5, 1 clicks of adomain 'developgoodyearaz.com', 1 impressions of adomain 'developgoodyearaz.com' with mean price 5.2, 10 impressions of adomain 'disneyplus.com' with mean price 0.3, 3 impressions of adomain 'example.com' with mean price 0.3, 17 impressions of adomain 'experian.com' with mean price 0.3, 1 impressions of adomain 'fullcast.com' with mean price 9.5, 1 impressions of adomain 'futureoflife.org' with mean price 0.6, 1 impressions of adomain 'gurugame.ai' with mean price 0.2, 2 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hbfuller.com' with mean price 0.2, 1 impressions of adomain 'iciho.me' with mean price 8.8, 4 impressions of adomain 'ingrezza.com' with mean price 0.4, 1 impressions of adomain 'kashkick.com' with mean price 0.2, 1 impressions of adomain 'milanlaser.com' with mean price 0.1, 2 impressions of adomain 'ncoa.org' with mean price 0.7, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 3 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'nvtrustconference.com' with mean price 10.8, 1 clicks of adomain 'office.com', 6 impressions of adomain 'office.com' with mean price 6.1, 1 impressions of adomain 'osu.edu' with mean price 50.9, 1 impressions of adomain 'parallelbeer.com' with mean price 0.3, 3 impressions of adomain 'parinc.com' with mean price 0.2, 1 impressions of adomain 'poise.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'rgbrenner.com' with mean price 0.8, 4 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.2, 1 impressions of adomain 'smartmeterrpm.com' with mean price 0.5, 1 clicks of adomain 'snapchat.com', 1 impressions of adomain 'snapchat.com' with mean price 8.5, 1 impressions of adomain 'stryten.com' with mean price 0.6, 1 impressions of adomain 'tenstorrent.com' with mean price 0.9, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'truist.com' with mean price 0.2, 1 impressions of adomain 'upenn.edu' with mean price 0.3, 3 impressions of adomain 'visitalbuquerque.org' with mean price 0.6, 3 impressions of adomain 'visitaurora.com' with mean price 0.6, 1 impressions of adomain 'wesleycdc.com' with mean price 0.5, 2 impressions of adomain 'wvruralhealth.org' with mean price 6.2, 1 impressions of adomain 'yeswelder.com' with mean price 0.1, 2 impressions of adomain 'zillow.com' with mean price 0.5; 69 sessions in app 'com.easybrain.cross.logic.puzzle', 18737 ad_requests with mean bid_floor 15.3, 1 impressions of adomain '7-eleven.com' with mean price 0.5, 1 impressions of adomain 'alignprobiotics.com' with mean price 2.1, 4 impressions of adomain 'allterraarms.com' with mean price 1.7, 7 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'anheuser-busch.com' with mean price 0.4, 1 impressions of adomain 'astrazeneca.com' with mean price 0.2, 19 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'berkeleysprings.com' with mean price 0.5, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bgfoods.com' with mean price 0.5, 3 impressions of adomain 'churchdwight.com' with mean price 0.2, 1 impressions of adomain 'coca-cola.com' with mean price 0.2, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 6 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'directauto.com' with mean price 0.1, 7 impressions of adomain 'discover.com' with mean price 5.8, 2 clicks of adomain 'discover.com', 5 impressions of adomain 'disneyplus.com' with mean price 0.3, 9 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'dove.com' with mean price 0.4, 1 impressions of adomain 'dulcolax.com' with mean price 0.1, 7 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 3 impressions of adomain 'figfcu.org' with mean price 3.1, 4 impressions of adomain 'flsportscoast.com' with mean price 0.3, 1 impressions of adomain 'forsythplasticsurgery.com' with mean price 0.4, 1 impressions of adomain 'gillette.com' with mean price 0.2, 1 impressions of adomain 'gkv.com' with mean price 0.4, 1 impressions of adomain 'glaciermt.com' with mean price 0.2, 7 impressions of adomain 'goldbond.com' with mean price 0.7, 2 impressions of adomain 'goodnes.com' with mean price 1.0, 1 impressions of adomain 'goodnites.com' with mean price 0.2, 4 impressions of adomain 'google.com' with mean price 1.2, 2 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hhs.gov' with mean price 0.1, 11 impressions of adomain 'huggies.com' with mean price 0.2, 7 impressions of adomain 'hulu.com' with mean price 0.5, 3 impressions of adomain 'izervay.com' with mean price 0.4, 1 impressions of adomain 'jazzpharma.com' with mean price 0.2, 3 impressions of adomain 'kelloggs.com' with mean price 0.6, 2 impressions of adomain 'la-z-boy.com' with mean price 0.2, 3 impressions of adomain 'livenationentertainment.com' with mean price 0.5, 1 impressions of adomain 'luisaviaroma.com' with mean price 0.4, 2 impressions of adomain 'lumryz.com' with mean price 0.1, 1 impressions of adomain 'maggi.de' with mean price 5.8, 3 impressions of adomain 'mazdausa.com' with mean price 1.8, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 4 impressions of adomain 'metamucil.com' with mean price 0.7, 2 impressions of adomain 'milanlaser.com' with mean price 0.1, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 2 impressions of adomain 'montgomeryal.gov' with mean price 0.2, 1 impressions of adomain 'mortonbuildings.com' with mean price 0.5, 1 impressions of adomain 'nationalgeographic.org' with mean price 5.9, 2 impressions of adomain 'novanthealth.org' with mean price 0.2, 1 impressions of adomain 'numerator.com' with mean price 0.2, 2 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'oncologynation.com' with mean price 0.7, 1 impressions of adomain 'operationsmile.org' with mean price 0.4, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 7.2, 5 impressions of adomain 'paypal.com' with mean price 1.1, 1 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'pfizer.com' with mean price 5.5, 1 impressions of adomain 'poise.com' with mean price 0.1, 10 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'puffs.com' with mean price 4.7, 4 impressions of adomain 'regeneron.com' with mean price 0.9, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.7, 1 impressions of adomain 'samsclub.com' with mean price 0.1, 8 impressions of adomain 'samsung.com' with mean price 0.3, 2 impressions of adomain 'scottbrand.com' with mean price 0.6, 2 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'sharecare.com' with mean price 0.5, 3 impressions of adomain 'shoppersvoice.com' with mean price 0.3, 2 impressions of adomain 'shoprite.ideal.sale' with mean price 0.4, 1 impressions of adomain 'shuttleart.com' with mean price 0.2, 1 impressions of adomain 'sleeper.com' with mean price 0.3, 5 impressions of adomain 'subaru.com' with mean price 0.2, 5 impressions of adomain 'theladders.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 3.3, 1 impressions of adomain 'tremfya.com' with mean price 1.5, 1 impressions of adomain 'uky.edu' with mean price 0.2, 5 impressions of adomain 'vicks.com' with mean price 0.4, 21 impressions of adomain 'visitalbuquerque.org' with mean price 1.0, 2 impressions of adomain 'visittampabay.com' with mean price 0.2, 1 impressions of adomain 'wellpoint.com' with mean price 1.3, 4 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 8.7; 12 sessions in app 'com.funcraft.acw', 1193 ad_requests with mean bid_floor 64.0, 13 impressions of adomain 'adidas.com' with mean price 0.0, 15 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'anthem.com' with mean price 2.5, 3 impressions of adomain 'audible.com' with mean price 0.1, 2 impressions of adomain 'bestbuy.com' with mean price 0.2, 5 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 3 impressions of adomain 'consumable.com' with mean price 0.0, 2 impressions of adomain 'copilot.microsoft.com' with mean price 0.0, 1 impressions of adomain 'dave.com' with mean price 0.0, 1 impressions of adomain 'depend.com' with mean price 0.1, 3 impressions of adomain 'enerjoy.life' with mean price 0.0, 1 impressions of adomain 'espnbet.com' with mean price 0.1, 2 impressions of adomain 'experian.com' with mean price 0.2, 7 impressions of adomain 'flsportscoast.com' with mean price 0.2, 1 impressions of adomain 'glaciermt.com' with mean price 0.2, 1 impressions of adomain 'gwm.com.cn' with mean price 0.1, 5 impressions of adomain 'interactiveparty.com' with mean price 0.3, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 1 impressions of adomain 'joico.com' with mean price 0.1, 5 impressions of adomain 'marriott.com' with mean price 0.2, 1 impressions of adomain 'mattel.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mikmak.tv' with mean price 0.3, 2 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'myrtlebeachconventioncenter.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'opera.com' with mean price 0.0, 1 impressions of adomain 'rivian.com' with mean price 0.1, 2 impressions of adomain 'rosenplaza.com' with mean price 0.2, 2 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'self.inc' with mean price 0.0, 1 impressions of adomain 'sinosig.com' with mean price 0.1, 2 impressions of adomain 'sling.com' with mean price 0.1, 6 impressions of adomain 'snapchat.com' with mean price 4.3, 2 clicks of adomain 'snapchat.com', 20 impressions of adomain 'swiftlysystems.com' with mean price 0.2, 3 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'tm-installation.com' with mean price 0.1, 5 impressions of adomain 'uphold.com' with mean price 0.0, 5 impressions of adomain 'visitaurora.com' with mean price 0.3, 1 impressions of adomain 'visitdallas.com' with mean price 0.2, 3 impressions of adomain 'visittampabay.com' with mean price 0.2, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 8 impressions of adomain 'wkkellogg.com' with mean price 0.2; 62 sessions in app 'com.futureplay.mergematch', 160 ad_requests with mean bid_floor 3.9; 17 sessions in app 'com.gm11.bingocraze', 273 ad_requests with mean bid_floor 78.8; 16 sessions in app 'com.hg.fitnessclub.android', 38 ad_requests with mean bid_floor 18.2; 4 sessions in app 'com.mahjong.op.gp', 12 ad_requests with mean bid_floor 1.1; 8 sessions in app 'com.mobilityware.Spades', 651 ad_requests with mean bid_floor 11.2, 2 clicks of adomain 'chardonnaypartners.com', 2 impressions of adomain 'chardonnaypartners.com' with mean price 16.3, 2 clicks of adomain 'chime.com', 2 impressions of adomain 'chime.com' with mean price 2.7, 1 clicks of adomain 'ezhealth.app', 2 impressions of adomain 'ezhealth.app' with mean price 2.9, 2 impressions of adomain 'fiverr.com' with mean price 3.2, 2 impressions of adomain 'fluentco.com' with mean price 2.9; 50 sessions in app 'com.mobilityware.spider', 4469 ad_requests with mean bid_floor 19.0, 17 impressions of adomain 'adobe.com' with mean price 0.9, 1 clicks of adomain 'aios.soinluck.com', 1 impressions of adomain 'aios.soinluck.com' with mean price 4.1, 4 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'beiersdorf.com' with mean price 0.3, 5 impressions of adomain 'benjaminone.com' with mean price 0.1, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 11 impressions of adomain 'bk.com' with mean price 0.4, 8 impressions of adomain 'booking.com' with mean price 6.0, 1 impressions of adomain 'btcc.com' with mean price 0.1, 1 impressions of adomain 'callitrevops.com' with mean price 0.8, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.1, 1 impressions of adomain 'coca-cola.com' with mean price 10.8, 1 impressions of adomain 'danonenorthamerica.com' with mean price 1.2, 1 impressions of adomain 'dollargeneral.com' with mean price 0.5, 2 impressions of adomain 'empowerms.org' with mean price 0.7, 3 impressions of adomain 'enerjoy.life' with mean price 0.1, 2 impressions of adomain 'espnbet.com' with mean price 2.3, 5 impressions of adomain 'experian.com' with mean price 0.1, 1 impressions of adomain 'fairmontstate.edu' with mean price 0.1, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.6, 1 impressions of adomain 'flcenterfornursing.org' with mean price 1.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 3 impressions of adomain 'flsportscoast.com' with mean price 0.4, 1 impressions of adomain 'fullcast.com' with mean price 0.9, 1 impressions of adomain 'goodfoods.com' with mean price 0.1, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 1 impressions of adomain 'hp.com' with mean price 1.2, 3 impressions of adomain 'huntington.com' with mean price 1.2, 1 impressions of adomain 'iel.org' with mean price 0.1, 2 impressions of adomain 'illinoislottery.com' with mean price 0.1, 2 impressions of adomain 'ingrezza.com' with mean price 0.2, 4 impressions of adomain 'instacart.com' with mean price 0.1, 10 impressions of adomain 'instagram.com' with mean price 0.4, 1 clicks of adomain 'jj.mobadbid.com', 1 impressions of adomain 'jj.mobadbid.com' with mean price 5.7, 1 impressions of adomain 'joinpropel.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 2 impressions of adomain 'kfc.com' with mean price 0.1, 1 impressions of adomain 'kiaofauburn.com' with mean price 0.8, 1 impressions of adomain 'kindsnacks.com' with mean price 0.3, 4 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.1, 1 impressions of adomain 'merrell.com' with mean price 0.1, 1 impressions of adomain 'microsoft.com' with mean price 0.1, 2 impressions of adomain 'numerator.com' with mean price 0.2, 1 impressions of adomain 'one1brands.com' with mean price 0.1, 3 impressions of adomain 'paycom.com' with mean price 0.9, 11 impressions of adomain 'paypal.com' with mean price 0.4, 1 impressions of adomain 'pepsi.com' with mean price 0.1, 1 impressions of adomain 'pfizer.com' with mean price 6.2, 1 impressions of adomain 'pinterest.com' with mean price 20.8, 10 impressions of adomain 'popeyes.com' with mean price 0.4, 5 impressions of adomain 'powerstop.com' with mean price 0.1, 2 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'robitussin.com' with mean price 0.3, 1 impressions of adomain 'scrambly.io' with mean price 0.1, 1 clicks of adomain 'snapchat.com', 1 impressions of adomain 'snapchat.com' with mean price 3.9, 2 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'surveymonkey.com' with mean price 0.1, 2 impressions of adomain 'swagbucks.com' with mean price 3.2, 1 clicks of adomain 'swagbucks.com', 2 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 4 impressions of adomain 'tums.com' with mean price 0.3, 1 impressions of adomain 'upside.com' with mean price 3.8, 1 clicks of adomain 'upside.com', 1 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'visitalbuquerque.org' with mean price 0.5, 2 impressions of adomain 'visitaurora.com' with mean price 0.4, 4 impressions of adomain 'voltarengel.com' with mean price 0.4, 2 impressions of adomain 'wm.com' with mean price 0.1, 4 impressions of adomain 'yourradioplace.com' with mean price 0.2, 1 impressions of adomain 'zencolor.app' with mean price 0.1; 10 sessions in app 'com.n3twork.tetris', 358 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.newpubco.spades', 30 ad_requests with mean bid_floor 19.6; 1 sessions in app 'com.peoplefun.wordcross', 10 ad_requests with mean bid_floor 6.3; 21 sessions in app 'com.pieyel.scrabble', 88 ad_requests with mean bid_floor 1.0, 37 impressions of adomain 'adidas.com' with mean price 0.0, 2 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'alignprobiotics.com' with mean price 1.1, 1 impressions of adomain 'allentate.com' with mean price 0.1, 22 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'andersonuniversity.edu' with mean price 2.1, 1 impressions of adomain 'api.org' with mean price 0.0, 4 impressions of adomain 'beiersdorf.com' with mean price 0.4, 3 impressions of adomain 'betmgm.com' with mean price 0.0, 5 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bluechipmarketingworldwide.com' with mean price 0.5, 9 impressions of adomain 'budlight.com' with mean price 0.5, 1 impressions of adomain 'cadillac.com' with mean price 0.0, 2 impressions of adomain 'carnival.com' with mean price 0.3, 1 impressions of adomain 'clorox.com' with mean price 0.0, 11 impressions of adomain 'coca-cola.com' with mean price 0.5, 2 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'combe.com' with mean price 0.4, 1 impressions of adomain 'conagrafoods.com' with mean price 0.3, 29 impressions of adomain 'costco.com' with mean price 0.0, 2 impressions of adomain 'cricketwireless.com' with mean price 0.3, 1 impressions of adomain 'danonenorthamerica.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.3, 3 impressions of adomain 'dickssportinggoods.com' with mean price 0.1, 9 impressions of adomain 'directv.com' with mean price 0.6, 2 impressions of adomain 'disney.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'drpepper.com' with mean price 0.1, 2 impressions of adomain 'enerjoy.life' with mean price 0.0, 1 impressions of adomain 'enhertu.com' with mean price 0.3, 1 impressions of adomain 'factor75.com' with mean price 0.0, 1 impressions of adomain 'factset.com' with mean price 0.1, 2 impressions of adomain 'flsportscoast.com' with mean price 0.5, 2 impressions of adomain 'funvent.cc' with mean price 0.0, 2 impressions of adomain 'ghirardelli.com' with mean price 0.4, 2 impressions of adomain 'giovanniranausa.com' with mean price 0.3, 1 impressions of adomain 'goodfoods.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.3, 4 impressions of adomain 'gurugame.ai' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.1, 5 impressions of adomain 'hallmark.com' with mean price 0.3, 1 impressions of adomain 'heydudeshoesusa.com' with mean price 0.3, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 1 clicks of adomain 'hillspet.com', 1 impressions of adomain 'hmpgloballearningnetwork.com' with mean price 0.2, 1 impressions of adomain 'igpr.co.uk' with mean price 0.0, 17 impressions of adomain 'iheart.com' with mean price 0.0, 3 impressions of adomain 'indeed.com' with mean price 0.0, 2 impressions of adomain 'instacart.com' with mean price 0.5, 2 impressions of adomain 'irvingtexas.com' with mean price 0.3, 1 impressions of adomain 'jmsmucker.com' with mean price 0.3, 2 impressions of adomain 'kelloggs.com' with mean price 0.6, 5 impressions of adomain 'kfc.com' with mean price 0.1, 1 impressions of adomain 'kiaofauburn.com' with mean price 0.6, 2 impressions of adomain 'kingshawaiian.com' with mean price 0.3, 2 impressions of adomain 'kraftheinz.com' with mean price 1.0, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 0.4, 1 impressions of adomain 'lacteol.com' with mean price 0.0, 1 impressions of adomain 'libertytax.com' with mean price 0.0, 1 impressions of adomain 'lindtusa.com' with mean price 0.4, 3 impressions of adomain 'mattressfirm.com' with mean price 0.4, 3 impressions of adomain 'maybelline.com' with mean price 0.0, 3 impressions of adomain 'mazdausa.com' with mean price 0.4, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'metamucil.com' with mean price 0.3, 6 impressions of adomain 'mgmresorts.com' with mean price 0.3, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 7 impressions of adomain 'nestleusa.com' with mean price 0.3, 1 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.1, 8 impressions of adomain 'nurtec.com' with mean price 1.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 2 impressions of adomain 'obmedia.com' with mean price 0.0, 7 impressions of adomain 'one1brands.com' with mean price 0.0, 2 impressions of adomain 'paramountplus.com' with mean price 0.0, 12 impressions of adomain 'paypal.com' with mean price 0.6, 5 impressions of adomain 'pediasure.com' with mean price 0.5, 2 impressions of adomain 'pennfoster.edu' with mean price 0.9, 6 impressions of adomain 'pepsi.com' with mean price 0.3, 1 impressions of adomain 'pfu-ca.ricoh.com' with mean price 0.2, 1 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.5, 3 impressions of adomain 'premiernutrition.com' with mean price 0.3, 12 impressions of adomain 'progressive.com' with mean price 0.2, 2 impressions of adomain 'regeneron.com' with mean price 1.1, 1 impressions of adomain 'responsibleexit.com' with mean price 0.6, 2 impressions of adomain 'rosevilleautomall.com' with mean price 0.6, 3 impressions of adomain 'russellstover.com' with mean price 0.4, 1 impressions of adomain 'saksfifthavenue.com' with mean price 0.0, 3 impressions of adomain 'samsung.com' with mean price 0.2, 3 impressions of adomain 'scottbrand.com' with mean price 0.4, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'temptationstreats.com' with mean price 0.2, 5 impressions of adomain 'textnow.com' with mean price 0.0, 9 impressions of adomain 'tjx.com' with mean price 0.0, 4 impressions of adomain 'ubykotex.com' with mean price 0.4, 13 impressions of adomain 'verizon.com' with mean price 0.5, 1 impressions of adomain 'verquin.net' with mean price 0.1, 2 impressions of adomain 'vicks.com' with mean price 0.7, 1 impressions of adomain 'visitaurora.com' with mean price 0.4, 1 impressions of adomain 'vyvgart.com' with mean price 0.2, 25 impressions of adomain 'walmart.com' with mean price 0.5, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 37 impressions of adomain 'workingwithcancerpledge.com' with mean price 0.0, 1 impressions of adomain 'wurl.com' with mean price 0.3, 1 impressions of adomain 'www.libertytax.com' with mean price 0.1, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'zales.com' with mean price 0.7; 13 sessions in app 'com.playvalve.solitaire', 837 ad_requests with mean bid_floor 92.3, 1 impressions of adomain 'samsung.com' with mean price 0.4; 1 sessions in app 'com.rokuremote.casttv.remotecontrol.tvcontrol', 19 ad_requests with mean bid_floor 5.1; 14 sessions in app 'com.scopely.gardenjoy', 73 ad_requests with mean bid_floor 5.5; 8 sessions in app 'com.sophungamesltd.orientile', 116 ad_requests with mean bid_floor 0.9, 1 impressions of adomain 'amazon.com' with mean price 0.6; 3 sessions in app 'com.sorting.games.match3d.goods.triple.puzzle', 24 ad_requests with mean bid_floor 83.6; 2 sessions in app 'com.tripledot.solitaire', 408 ad_requests with mean bid_floor 11.4, 4 impressions of adomain 'coca-cola.com' with mean price 0.9, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'tums.com' with mean price 0.5; 24 sessions in app 'com.tripledot.spades', 400 ad_requests with mean bid_floor 21.9, 1 impressions of adomain 'audible.com' with mean price 0.1, 5 impressions of adomain 'beiersdorf.com' with mean price 0.5, 2 impressions of adomain 'hulu.com' with mean price 1.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'metamucil.com' with mean price 0.6, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 30.0, 1 impressions of adomain 'numerator.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'prilosecotc.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.7, 1 impressions of adomain 'publicisna.com' with mean price 0.5, 2 impressions of adomain 'regeneron.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 0.3; 11 sessions in app 'com.tripledot.tile.dynasty', 1039 ad_requests with mean bid_floor 9.4, 32 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'anthem.com' with mean price 2.2, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'crunch.com' with mean price 1.3, 1 impressions of adomain 'elementsmassage.com' with mean price 0.5, 1 impressions of adomain 'grainger.com' with mean price 0.8, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'secret.com' with mean price 0.4, 3 impressions of adomain 'textnow.com' with mean price 0.0; 2 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 31 ad_requests with mean bid_floor 18.6, 2 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.1; 3 sessions in app 'com.tripledot.woodoku', 11 ad_requests with mean bid_floor 4.8; 2 sessions in app 'com.zm.watersort', 389 ad_requests with mean bid_floor 53.8; 22 sessions in app 'games.burny.color.sort.woody.puzzle', 1398 ad_requests with mean bid_floor 40.2, 1 impressions of adomain 'bausch.com' with mean price 0.2, 1 impressions of adomain 'btcc.com' with mean price 0.0, 2 impressions of adomain 'getjobber.com' with mean price 0.0, 2 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'visitalbuquerque.org' with mean price 0.5; 17 sessions in app 'games.burny.playdoku.block.puzzle', 954 ad_requests with mean bid_floor 1.9, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 6 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'drpepper.com' with mean price 0.2, 1 impressions of adomain 'joinpogo.com' with mean price 0.2, 2 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 2 impressions of adomain 'playtowingames.net' with mean price 0.0, 1 impressions of adomain 'prevagen.com' with mean price 0.2, 8 impressions of adomain 'textnow.com' with mean price 0.0, 5 impressions of adomain 'vail.com' with mean price 8.3, 3 impressions of adomain 'visitalbuquerque.org' with mean price 0.6; 3 sessions in app 'in.playsimple.wordtrip', 21 ad_requests with mean bid_floor 27.0; 11 sessions in app 'mahjong.free.games', 444 ad_requests with mean bid_floor 24.0; 1 sessions in app 'tech.kma.smart.printer', 1 ad_requests with mean bid_floor 12.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 18:32:04;time_since_impression_in_hours is 7483;channel is 'USA/I/bidmachine/com.tripledot.spades/False/197';time_since_click_in_hours is 7751;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.858177697704653;partition is 573;segments is ['closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V5_500k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_500k' 'and.lihuhu.findmatch_apps_embeddings_similarity' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'bloom_com.tripledot.spades_USA_80' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'c92c532b-0f76-4dd9-a37d-28f5224eef1d;'uuid is '6c33e4bf-43da-46ed-821c-8f9addbe9214';bid_timestamp is '2025-01-28 17:54:11';device_id is 'c92c532b-0f76-4dd9-a37d-28f5224eef1d';biddate is '2025-01-28';country is 'USA';app is 'com.blockpuzzle.comboblastmaster.freegame';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'fyber';raw_price is 12.1546673774719;target_cpi is 0.8;campaign is 58200;creative_id is 229452;session_duration is 279 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'vi';bid_floor is 9.5082 ;min_floor is 9.5082 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 17:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'com.JindoBlu.FourPlayers', 54 ad_requests with mean bid_floor 2.5, 5 impressions of adomain 'amazon.com' with mean price 0.7, 2 impressions of adomain 'aveeno.com' with mean price 0.8, 1 impressions of adomain 'pfister.com' with mean price 1.2, 1 impressions of adomain 'titosvodka.com' with mean price 0.3; 92 sessions in app 'com.blockpuzzle.comboblastmaster.freegame', 4712 ad_requests with mean bid_floor 12.6, 2 impressions of adomain 'aceandvine.com' with mean price 0.7, 1 clicks of adomain 'adobe.com', 1 impressions of adomain 'adobe.com' with mean price 2.2, 2 impressions of adomain 'aiam.edu' with mean price 0.8, 32 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'arlo.com' with mean price 0.5, 5 impressions of adomain 'audible.com' with mean price 0.5, 1 impressions of adomain 'aveeno.com' with mean price 0.7, 2 clicks of adomain 'ballsort.gurugame.ai', 3 impressions of adomain 'ballsort.gurugame.ai' with mean price 4.9, 2 impressions of adomain 'betrivers.com' with mean price 0.2, 1 impressions of adomain 'bidease.com_101931' with mean price 0.4, 1 impressions of adomain 'bidease.com_102638' with mean price 0.5, 2 impressions of adomain 'centurygame.com' with mean price 4.0, 1 impressions of adomain 'churchdwight.com' with mean price 0.6, 1 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.3, 2 impressions of adomain 'colgate.com' with mean price 0.4, 1 impressions of adomain 'deltafaucet.com' with mean price 0.4, 4 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'discovery.com' with mean price 0.7, 8 impressions of adomain 'ebelshardware.com' with mean price 0.7, 1 impressions of adomain 'elkay.com' with mean price 1.0, 4 impressions of adomain 'ferrero.com' with mean price 0.4, 1 impressions of adomain 'fhgov.com' with mean price 1.5, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.4, 5 impressions of adomain 'haleon.com' with mean price 0.6, 1 impressions of adomain 'hillspet.com' with mean price 0.7, 2 impressions of adomain 'homemarketfoods.com' with mean price 1.3, 2 impressions of adomain 'hrblock.com' with mean price 0.5, 6 impressions of adomain 'ibotta.com' with mean price 0.4, 1 impressions of adomain 'kidultlovin.com' with mean price 2.2, 1 clicks of adomain 'kidultlovin.com', 1 clicks of adomain 'king.com', 2 impressions of adomain 'king.com' with mean price 11.7, 6 impressions of adomain 'lafontaineinfinitinovi.com' with mean price 0.4, 1 impressions of adomain 'listerine.com' with mean price 0.4, 1 impressions of adomain 'macvalves.com' with mean price 1.1, 2 impressions of adomain 'meijer.com' with mean price 0.9, 1 impressions of adomain 'mountainhouselodgeatserenocanyon.com' with mean price 1.1, 1 impressions of adomain 'murdochs.com' with mean price 0.7, 1 impressions of adomain 'neutrogena.com' with mean price 1.0, 1 impressions of adomain 'nike.com' with mean price 3.6, 10 impressions of adomain 'nutrafol.com' with mean price 0.7, 7 impressions of adomain 'paintbynumber.app' with mean price 7.1, 3 clicks of adomain 'paintbynumber.app', 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'perdue.com' with mean price 0.5, 2 impressions of adomain 'playstudios.com' with mean price 3.6, 2 clicks of adomain 'playstudios.com', 1 impressions of adomain 'rogaine.com' with mean price 1.1, 7 impressions of adomain 'samsung.com' with mean price 1.4, 1 impressions of adomain 'santanderus.com' with mean price 0.4, 5 impressions of adomain 'starz.com' with mean price 0.4, 11 impressions of adomain 'sunnydaysent.com' with mean price 0.5, 1 impressions of adomain 'surya.com' with mean price 0.4, 1 impressions of adomain 'thermos.com' with mean price 0.4, 1 impressions of adomain 'travelerchoice.com' with mean price 0.4, 1 impressions of adomain 'wildwoodgolfrvresort.com' with mean price 0.9, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.5, 1 impressions of adomain 'xifaxan.com' with mean price 2.0; 1 sessions in app 'com.gma.water.sort.puzzle', 6 ad_requests with mean bid_floor 2.1; 3 sessions in app 'com.ig.bus.out', 51 ad_requests with mean bid_floor 2.9, 2 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'betrivers.com' with mean price 0.2, 1 impressions of adomain 'espnbet.com' with mean price 0.2, 1 impressions of adomain 'findmykids.org' with mean price 0.1, 1 impressions of adomain 'gunlakecasino.com' with mean price 0.8, 1 clicks of adomain 'help.supercellsupport.com', 2 impressions of adomain 'help.supercellsupport.com' with mean price 0.1, 1 impressions of adomain 'kashkick.com' with mean price 0.1, 1 impressions of adomain 'learnings.ai' with mean price 0.2, 1 impressions of adomain 'pfister.com' with mean price 0.4, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.1, 2 impressions of adomain 'ultimahealth.com' with mean price 0.5, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 1 sessions in app 'com.mobirix.swipebrick2', 19 ad_requests with mean bid_floor 38.7; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 3 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/fyber/com.blockpuzzle.comboblastmaster.freegame/False/119';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.750864235552747;partition is 573;segments is ['com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'HDIP_iOS_USA_200_users_LITE' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'c8940c1b-24e3-414a-b6d5-2554eaa3ccb2;'uuid is '1eea4b93-ac4f-4681-a3ee-2c8d7919c9ae';bid_timestamp is '2024-12-30 11:29:36';device_id is 'c8940c1b-24e3-414a-b6d5-2554eaa3ccb2';biddate is '2024-12-30';country is 'USA';app is 'com.matteljv.uno';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 3.77753045048947;target_cpi is 1.52642020987376;campaign is 57661;creative_id is 229286;session_duration is 73 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 1.107463;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 38 ;time_since_impression is 143345 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.97;prior_theme_impressions_count is 38;prior_tag_clicks_count is 7 ;time_since_click is '9276129';hour is '2024-12-30 11:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'co.spiritbomb.skychamp', 70 ad_requests with mean bid_floor 64.2; 4 sessions in app 'com.actionfit.atlantis', 79 ad_requests with mean bid_floor 1.1, 1 impressions of adomain 'kleenex.com' with mean price 0.2; 2 sessions in app 'com.alien.shooter.galaxy.attack', 23 ad_requests with mean bid_floor 6.6; 4 sessions in app 'com.bbumgames.spadesroyale', 131 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.fbig.spades', 15 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.game.space.shooter2', 49 ad_requests with mean bid_floor 1.2; 3 sessions in app 'com.kamagames.spades', 13 ad_requests with mean bid_floor 3.0; 74 sessions in app 'com.matteljv.uno', 874 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 29 ad_requests with mean bid_floor 1.0; 1 sessions in app 'com.onegame.airattack.planegames', 7 ad_requests with mean bid_floor 10.0; 1 sessions in app 'com.os.airforce', 185 ad_requests with mean bid_floor 93.9; 1 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 7.2; 2 sessions in app 'com.sniper.destiny.shooting', 78 ad_requests with mean bid_floor 39.0; 3 sessions in app 'com.v2r.JewelAztec', 329 ad_requests with mean bid_floor 3.8, 1 clicks of adomain 'amazon.com', 3 impressions of adomain 'amazon.com' with mean price 12.0, 1 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'tubitv.com' with mean price 3.4; 4 sessions in app 'com.wildcard.spadespop', 157 ad_requests with mean bid_floor 7.2; 19 sessions in app 'com.yallaplay.spadesmasters', 1308 ad_requests with mean bid_floor 128.2; 2 sessions in app 'com.yfactorysoft.CatCrunch', 13 ad_requests with mean bid_floor 3.2; 53 sessions in app 'net.peakgames.mobile.spades.android', 2983 ad_requests with mean bid_floor 34.8; 3 sessions in app 'rpg.arcade.space.shooter.dragon.wings', 57 ad_requests with mean bid_floor 74.6; 5 sessions in app 'ru.skillcap.dominoes', 144 ad_requests with mean bid_floor 42.3, 3 impressions of adomain 'logitech.com' with mean price 25.1, 1 clicks of adomain 'owllabs.com', 1 impressions of adomain 'owllabs.com' with mean price 29.8; 3 sessions in app 'teskin.jewels.planet', 98 ad_requests with mean bid_floor 4.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-30 11:41:23;time_since_impression_in_hours is 39;channel is 'USA/I/applovin/com.matteljv.uno/False/117';time_since_click_in_hours is 2577;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.00699746689062985;partition is 2927;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '36d6a47a-59d8-4ccd-8e52-2b961b475cf7;'uuid is '736aa28e-bb93-40b3-ac51-d423db5775f6';bid_timestamp is '2024-12-28 2:14:29';device_id is '36d6a47a-59d8-4ccd-8e52-2b961b475cf7';biddate is '2024-12-28';country is 'USA';app is 'com.mobilityware.Rummy';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 6.41959383321956;target_cpi is 2;campaign is 57715;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vie';bid_floor is 4.38204 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 16403297 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.15;prior_theme_impressions_count is 12;prior_tag_clicks_count is 2 ;time_since_click is '16404349';hour is '2024-12-28 02:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '4 sessions in app '570e90ae11857ed410313da879235a3c', 0 ad_requests with mean bid_floor 0.0; 34 sessions in app 'co.aviagames.bingo.official', 179 ad_requests with mean bid_floor 95.7; 1 sessions in app 'com.bears.rain.instead.technique', 13 ad_requests with mean bid_floor 7.3; 10 sessions in app 'com.bigcake.android.hexaconnect', 887 ad_requests with mean bid_floor 18.9, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'haleon.com' with mean price 0.5; 21 sessions in app 'com.block.juggle', 426 ad_requests with mean bid_floor 33.0; 1 sessions in app 'com.braindom', 19 ad_requests with mean bid_floor 7.0; 1 sessions in app 'com.docx.reader.word.docx.document.office.free.viewer', 2 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.fiogonia.dominoes', 2 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.gamblenop.fortuneqrs', 20 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.jmsgame.jackpotmastercasino', 23 ad_requests with mean bid_floor 60.4; 2 sessions in app 'com.kayac.level_up_number', 144 ad_requests with mean bid_floor 2.0, 20 impressions of adomain 'adidas.com' with mean price 0.0, 14 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'benjaminone.com' with mean price 0.0, 1 impressions of adomain 'bigo.tv' with mean price 0.0, 2 impressions of adomain 'cad.cdjakit.com' with mean price 0.0, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 4 impressions of adomain 'doordash.com' with mean price 0.0, 2 impressions of adomain 'halloweenmillionaire.com' with mean price 15.2, 1 impressions of adomain 'helloned.com' with mean price 0.0, 1 impressions of adomain 'hormelfoods.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 2 impressions of adomain 'mobeegaming.com' with mean price 8.3, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'nayzilam.com' with mean price 0.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'playtowingames.net' with mean price 5.2, 1 clicks of adomain 'playtowingames.net', 1 impressions of adomain 'poise.com' with mean price 0.2, 3 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'redbull.com' with mean price 0.2, 1 impressions of adomain 'safeauth.services' with mean price 0.0, 1 impressions of adomain 'samsung.com' with mean price 0.8, 1 clicks of adomain 'snap.com', 1 impressions of adomain 'snap.com' with mean price 10.7, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'tango.me' with mean price 0.0, 9 impressions of adomain 'tanyardpark.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0; 2 sessions in app 'com.ksgmobileinc.lobstermaniaslots', 7 ad_requests with mean bid_floor 6.5; 9 sessions in app 'com.lucky.devil.slot.game', 122 ad_requests with mean bid_floor 41.8; 2 sessions in app 'com.macadamapp', 8 ad_requests with mean bid_floor 5.7; 5 sessions in app 'com.masraz.hidden.potion.pots', 169 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.mobilityware.MahjongSolitaire', 26 ad_requests with mean bid_floor 23.3, 1 clicks of adomain 'youyungames.com', 1 impressions of adomain 'youyungames.com' with mean price 24.3; 10 sessions in app 'com.mobilityware.Rummy', 1125 ad_requests with mean bid_floor 57.1, 1 impressions of adomain '9snail.com' with mean price 9.5, 2 impressions of adomain 'mobeegaming.com' with mean price 8.3, 1 impressions of adomain 'scientificgames.com' with mean price 8.2, 1 clicks of adomain 'slotomania.com', 1 impressions of adomain 'slotomania.com' with mean price 3.1, 1 impressions of adomain 'tornado.frenzy.fishy.shelfclear.oceansea.com' with mean price 2.6; 7 sessions in app 'com.mobilityware.Spades', 364 ad_requests with mean bid_floor 12.2, 1 impressions of adomain 'espnbet.com' with mean price 3.3, 1 clicks of adomain 'treslotgame.com', 1 impressions of adomain 'treslotgame.com' with mean price 3.3; 1 sessions in app 'com.nt.games.busjam', 10 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.opgames.mahjongtile.gp', 54 ad_requests with mean bid_floor 34.5, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'meijer.com' with mean price 0.4; 64 sessions in app 'com.pieyel.scrabble', 2395 ad_requests with mean bid_floor 4.3, 1 impressions of adomain '7-eleven.com' with mean price 0.4, 76 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'adp.com' with mean price 0.1, 2 impressions of adomain 'ads.netapop.com' with mean price 0.4, 1 impressions of adomain 'ajshotels.com' with mean price 0.2, 1 impressions of adomain 'alevco.net' with mean price 0.0, 29 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'amazonbusiness.com' with mean price 0.1, 1 impressions of adomain 'americangreetings.com' with mean price 0.5, 1 impressions of adomain 'ampm.com' with mean price 0.1, 1 impressions of adomain 'apc.com' with mean price 0.0, 1 impressions of adomain 'apollo.com' with mean price 0.0, 1 impressions of adomain 'axcient.com' with mean price 0.0, 2 impressions of adomain 'bamboohr.com' with mean price 0.5, 14 impressions of adomain 'baptisthealth.com' with mean price 0.2, 1 impressions of adomain 'beachdreamsnow.com' with mean price 0.0, 3 impressions of adomain 'beiersdorf.com' with mean price 0.3, 1 impressions of adomain 'blitzy.com' with mean price 0.1, 1 impressions of adomain 'box.com' with mean price 0.6, 1 impressions of adomain 'bushbeans.com' with mean price 0.6, 3 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'camfilapc.com' with mean price 0.1, 1 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 11 impressions of adomain 'celonis.com' with mean price 0.5, 1 impressions of adomain 'celsius.com' with mean price 0.4, 1 impressions of adomain 'chemometec.com' with mean price 0.1, 1 impressions of adomain 'cherokeecasino.com' with mean price 0.2, 14 impressions of adomain 'cisco.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.0, 19 impressions of adomain 'coca-cola.com' with mean price 0.7, 16 impressions of adomain 'cocacola.com' with mean price 0.1, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.1, 1 impressions of adomain 'com.asselin.android.wildlegends' with mean price 0.0, 1 impressions of adomain 'com.quiz.talent.machine' with mean price 0.0, 6 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 0.0, 1 impressions of adomain 'commerceink.com' with mean price 0.1, 7 impressions of adomain 'costco.com' with mean price 0.0, 3 impressions of adomain 'crankwheel.com' with mean price 0.0, 2 impressions of adomain 'cricketwireless.com' with mean price 0.6, 1 impressions of adomain 'dailyworthing.com' with mean price 0.0, 5 impressions of adomain 'dairyqueen.com' with mean price 0.5, 1 impressions of adomain 'danonenorthamerica.com' with mean price 0.3, 4 impressions of adomain 'depend.com' with mean price 0.5, 2 impressions of adomain 'dipra.org' with mean price 0.2, 2 impressions of adomain 'directauto.com' with mean price 0.1, 3 impressions of adomain 'discover.com' with mean price 0.1, 1 impressions of adomain 'disney.com' with mean price 0.1, 50 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 4 impressions of adomain 'dulcolax.com' with mean price 0.1, 7 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.3, 2 impressions of adomain 'erafirst.com' with mean price 0.1, 1 impressions of adomain 'espn.com' with mean price 0.3, 2 impressions of adomain 'espnbet.com' with mean price 0.0, 2 impressions of adomain 'ezcater.com' with mean price 0.2, 2 impressions of adomain 'ferrarausa.com' with mean price 0.0, 3 impressions of adomain 'foundationch.com' with mean price 0.3, 1 impressions of adomain 'fursys.com' with mean price 0.0, 1 impressions of adomain 'getjobber.com' with mean price 0.0, 1 impressions of adomain 'gillette.com' with mean price 0.3, 1 impressions of adomain 'gjcity.org' with mean price 0.3, 18 impressions of adomain 'goldbond.com' with mean price 0.2, 2 impressions of adomain 'goodnes.com' with mean price 0.5, 2 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'govspend.com' with mean price 0.1, 20 impressions of adomain 'gurugame.ai' with mean price 0.0, 2 impressions of adomain 'hallmark.com' with mean price 0.4, 1 impressions of adomain 'hitachi.com' with mean price 0.7, 1 impressions of adomain 'huggies.com' with mean price 0.3, 1 impressions of adomain 'humana.com' with mean price 0.4, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 4 impressions of adomain 'icyhot.com' with mean price 0.1, 11 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'iqviadigital.com' with mean price 0.0, 1 impressions of adomain 'ivory.com' with mean price 0.4, 3 impressions of adomain 'izervay.com' with mean price 1.8, 1 impressions of adomain 'jmsmucker.com' with mean price 0.4, 20 impressions of adomain 'jorisson.com' with mean price 0.0, 1 impressions of adomain 'kao.com' with mean price 0.4, 2 impressions of adomain 'kashkick.com' with mean price 0.0, 3 impressions of adomain 'kelloggs.com' with mean price 0.5, 2 impressions of adomain 'kindsnacks.com' with mean price 0.4, 2 impressions of adomain 'kohls.com' with mean price 0.2, 1 impressions of adomain 'ky.gov' with mean price 0.3, 2 impressions of adomain 'lacteol.com' with mean price 0.0, 6 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'lexus.com' with mean price 0.3, 5 impressions of adomain 'lge-ku.com' with mean price 0.3, 1 impressions of adomain 'linktr.ee' with mean price 0.1, 1 impressions of adomain 'liquid-iv.com' with mean price 0.0, 2 impressions of adomain 'lobstermaniaslots.com' with mean price 0.0, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.0, 1 impressions of adomain 'lumenalta.com' with mean price 0.0, 1 impressions of adomain 'magairports.com' with mean price 0.0, 1 impressions of adomain 'magiclinen.com' with mean price 0.1, 1 impressions of adomain 'matrix-ifs.com' with mean price 0.0, 1 impressions of adomain 'mattel163.com' with mean price 0.0, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 4 impressions of adomain 'microsoft.com' with mean price 0.0, 2 impressions of adomain 'middleofsix.com' with mean price 0.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 1 impressions of adomain 'montefiore.org' with mean price 0.1, 1 impressions of adomain 'naturenates.com' with mean price 0.4, 1 impressions of adomain 'ncsbn.org' with mean price 0.0, 2 impressions of adomain 'nestleusa.com' with mean price 0.3, 1 impressions of adomain 'nestrealty.com' with mean price 0.0, 2 impressions of adomain 'newbalance.com' with mean price 0.1, 1 impressions of adomain 'newman-medical.com' with mean price 0.0, 1 impressions of adomain 'newsmax.com' with mean price 0.1, 1 impressions of adomain 'niobium.tech' with mean price 0.0, 1 impressions of adomain 'no7beauty.com' with mean price 0.5, 3 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'nutrafol.com' with mean price 0.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 2 impressions of adomain 'olay.com' with mean price 0.7, 2 impressions of adomain 'one1brands.com' with mean price 0.0, 2 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 2 impressions of adomain 'orgain.com' with mean price 0.0, 1 impressions of adomain 'papayagaming.com' with mean price 0.0, 2 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'paxlovid.com' with mean price 0.5, 7 impressions of adomain 'paypal.com' with mean price 0.7, 1 impressions of adomain 'pedialyte.com' with mean price 0.5, 2 impressions of adomain 'pennfoster.edu' with mean price 0.4, 6 impressions of adomain 'pepsi.com' with mean price 0.4, 2 impressions of adomain 'playsimple.in' with mean price 0.0, 19 impressions of adomain 'playstudios.com' with mean price 0.7, 7 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.4, 1 impressions of adomain 'postholdings.com' with mean price 0.3, 1 impressions of adomain 'powerbrowserapp.com' with mean price 0.2, 1 impressions of adomain 'prawdzikproperties.com' with mean price 0.0, 1 impressions of adomain 'premiernutrition.com' with mean price 0.5, 3 impressions of adomain 'priceline.com' with mean price 0.1, 45 impressions of adomain 'productmadness.com' with mean price 0.1, 27 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'redfin.com' with mean price 0.0, 1 impressions of adomain 'redhat.com' with mean price 0.0, 1 impressions of adomain 'rovio.com' with mean price 0.0, 2 impressions of adomain 'salarmymidland.org' with mean price 0.1, 1 impressions of adomain 'salesforce.com' with mean price 10.0, 15 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'sanofi.com' with mean price 0.7, 1 impressions of adomain 'saudimf.sa' with mean price 0.0, 6 impressions of adomain 'scottbrand.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'secure.interactiveticketing.com' with mean price 1.3, 3 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 3 impressions of adomain 'siriusxm.com' with mean price 0.0, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'speedcash.com' with mean price 0.1, 1 impressions of adomain 'speedway.com' with mean price 0.3, 2 impressions of adomain 'starbrandsltd.co.uk' with mean price 0.4, 2 impressions of adomain 'stellaartois.com' with mean price 0.4, 3 impressions of adomain 'surveymonkey.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'team-quantum.com' with mean price 0.0, 1 impressions of adomain 'telent.de' with mean price 0.0, 1 impressions of adomain 'tempursealy.com' with mean price 0.4, 2 impressions of adomain 'thecheesecakefactory.com' with mean price 0.0, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'thetradedesk.com' with mean price 0.7, 4 impressions of adomain 'ticketmaster.com' with mean price 0.3, 3 impressions of adomain 'tjx.com' with mean price 0.1, 4 impressions of adomain 'toastmasters.org' with mean price 0.0, 4 impressions of adomain 'treslotgame.com' with mean price 5.4, 2 clicks of adomain 'treslotgame.com', 2 impressions of adomain 'tripledotstudios.com' with mean price 0.0, 2 impressions of adomain 'truist.com' with mean price 0.0, 14 impressions of adomain 'truthinitiative.org' with mean price 0.0, 1 impressions of adomain 'tysonfoods.com' with mean price 0.6, 1 impressions of adomain 'uky.edu' with mean price 0.3, 1 impressions of adomain 'ul.com' with mean price 0.0, 5 impressions of adomain 'ulta.com' with mean price 0.3, 1 impressions of adomain 'umass.edu' with mean price 0.1, 5 impressions of adomain 'unicostudio.co' with mean price 0.0, 1 impressions of adomain 'upwork.com' with mean price 0.0, 1 impressions of adomain 'utah.gov' with mean price 0.1, 2 impressions of adomain 'verizon.com' with mean price 0.3, 5 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'vrbo.com' with mean price 0.4, 14 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'waltonfamilyfoundation.org' with mean price 0.3, 1 impressions of adomain 'warnertelecomm.com' with mean price 0.1, 2 impressions of adomain 'wgu.edu' with mean price 0.0, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.0, 30 impressions of adomain 'ymcalouisville.org' with mean price 0.6, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.1, 5 impressions of adomain 'yw3.co' with mean price 0.0, 1 impressions of adomain 'zeroogravitygames.com' with mean price 1.7; 1 sessions in app 'com.productmadness.cashmancasino', 9 ad_requests with mean bid_floor 12.4; 5 sessions in app 'com.selfawaregames.acecasino', 16 ad_requests with mean bid_floor 16.4; 35 sessions in app 'com.slotsjkl.vegasmno', 6522 ad_requests with mean bid_floor 4.2, 2 impressions of adomain 'bumble.com' with mean price 1.8, 2 impressions of adomain 'candycrushsaga.com' with mean price 3.0, 1 clicks of adomain 'king.com', 5 impressions of adomain 'king.com' with mean price 12.9, 1 clicks of adomain 'mobeegaming.com', 6 impressions of adomain 'mobeegaming.com' with mean price 8.3, 7 impressions of adomain 'playstudios.com' with mean price 7.1; 2 sessions in app 'com.talent.billiards.balls.merge', 14 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.tarot.ctsguide', 6 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.theangrykraken.bingo', 10 ad_requests with mean bid_floor 69.2; 2 sessions in app 'com.tripledot.woodoku', 15 ad_requests with mean bid_floor 10.4; 2 sessions in app 'com.unicostudio.braintest4', 31 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.unicostudio.braintestlegacy', 45 ad_requests with mean bid_floor 3.3, 1 clicks of adomain 'king.com', 1 impressions of adomain 'king.com' with mean price 10.5, 2 impressions of adomain 'playtowingames.net' with mean price 14.2; 1 sessions in app 'com.use.specie.scratch.card', 31 ad_requests with mean bid_floor 34.6, 1 impressions of adomain 'flashrewards.co' with mean price 32.1; 54 sessions in app 'com.wood.bolt.wordle.screw.nuts.puzzle', 904 ad_requests with mean bid_floor 4.7, 9 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'ads.netapop.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'cbrands.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.5, 1 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'directauto.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'goya.com' with mean price 0.1, 1 impressions of adomain 'grainger.com' with mean price 0.8, 1 impressions of adomain 'groundtruth.com' with mean price 0.3, 2 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'homemarketfoods.com' with mean price 0.9, 1 impressions of adomain 'humana.com' with mean price 0.8, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'papayagaming.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'patientdoctorpartnership.com' with mean price 4.0, 2 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'siouxhoney.com' with mean price 0.2, 3 impressions of adomain 'tempursealy.com' with mean price 0.4, 7 impressions of adomain 'treslotgame.com' with mean price 7.5, 2 clicks of adomain 'treslotgame.com', 1 impressions of adomain 'tridentseafoods.com' with mean price 0.1, 1 impressions of adomain 'youtube.com' with mean price 0.3; 1 sessions in app 'game.brain.games.iq.test.brain.test.teasers', 20 ad_requests with mean bid_floor 22.7; 2 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 14.1; 10 sessions in app 'in.playsimple.wordtrip', 32 ad_requests with mean bid_floor 21.5; 2 sessions in app 'jigsaw.puzzle.game.banana', 31 ad_requests with mean bid_floor 10.2, 2 impressions of adomain 'paxlovid.com' with mean price 0.6, 3 impressions of adomain 'walmart.com' with mean price 1.1; 2 sessions in app 'merge.blocks.drop.number.puzzle.games', 43 ad_requests with mean bid_floor 62.1; 2 sessions in app 'net.playtowingames.casino', 71 ad_requests with mean bid_floor 140.5; 1 sessions in app 'slot.x.cash.redbird.gp', 12 ad_requests with mean bid_floor 6.1; 1 sessions in app 'water.sort.puzzle.color.sorting.games', 6 ad_requests with mean bid_floor 5.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-28 2:20:24;time_since_impression_in_hours is 4556;channel is 'USA/I/bidmachine/com.mobilityware.Rummy/False/192';time_since_click_in_hours is 4557;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.575413413183866;partition is 163;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '797264b6-634c-4df1-b71a-eb6badd42666;'uuid is 'd300812b-3357-4171-beed-3682922423de';bid_timestamp is '2024-12-23 4:34:26';device_id is '797264b6-634c-4df1-b71a-eb6badd42666';biddate is '2024-12-23';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 160.418505966663;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 114.055118 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 114.0551180485;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-23 04:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.IW.Lucky.BingoDash.SMS', 17 ad_requests with mean bid_floor 11.3; 6 sessions in app 'com.Screw.Itup.Challenge', 69 ad_requests with mean bid_floor 53.9; 1 sessions in app 'com.anilymepro.ani', 7 ad_requests with mean bid_floor 4.7; 21 sessions in app 'com.burakgon.gamebooster3', 129 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.fruit.bubble.pop.gp', 14 ad_requests with mean bid_floor 10.2; 10 sessions in app 'com.funtomic.matchmasters', 53 ad_requests with mean bid_floor 37.8; 4 sessions in app 'com.gimica.solitaireverse', 85 ad_requests with mean bid_floor 24.8; 3 sessions in app 'com.justplay.app', 16 ad_requests with mean bid_floor 23.0; 1 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 5 ad_requests with mean bid_floor 8.1; 229 sessions in app 'com.metropcs.metrozone', 717 ad_requests with mean bid_floor 120.6; 3 sessions in app 'com.moon.dental.whether.origin', 55 ad_requests with mean bid_floor 32.2; 9 sessions in app 'com.newpubco.spades', 581 ad_requests with mean bid_floor 19.0, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 9 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'apcu.com' with mean price 0.8, 1 impressions of adomain 'app.joinpogo.com' with mean price 0.4, 3 impressions of adomain 'auto.everquote.com' with mean price 0.3, 2 impressions of adomain 'beiersdorf.com' with mean price 0.6, 6 impressions of adomain 'biocodex.com' with mean price 0.5, 5 impressions of adomain 'chumbacasino.com' with mean price 0.3, 13 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 1 impressions of adomain 'com.asselin.android.luckylegends' with mean price 1.1, 2 impressions of adomain 'crunch.com' with mean price 1.5, 1 impressions of adomain 'cslplasma.com' with mean price 1.1, 8 impressions of adomain 'danone.com' with mean price 0.5, 1 impressions of adomain 'dave.com' with mean price 0.6, 1 impressions of adomain 'davidweekleyhomes.com' with mean price 1.7, 4 impressions of adomain 'dfamilk.com' with mean price 0.6, 2 impressions of adomain 'dollargeneral.com' with mean price 0.7, 1 impressions of adomain 'dramabox.com' with mean price 0.5, 2 impressions of adomain 'fooddepot.com' with mean price 0.7, 1 impressions of adomain 'funnysphere.com' with mean price 0.5, 1 impressions of adomain 'gillette.com' with mean price 0.4, 3 impressions of adomain 'jorisson.com' with mean price 0.4, 2 impressions of adomain 'kohls.com' with mean price 0.5, 3 impressions of adomain 'mars.com' with mean price 0.5, 1 impressions of adomain 'metamucil.com' with mean price 0.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 4 impressions of adomain 'murka.com' with mean price 0.6, 1 impressions of adomain 'nd.edu' with mean price 0.5, 1 impressions of adomain 'oakevergames.com' with mean price 1.4, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'oldspice.com' with mean price 0.5, 3 impressions of adomain 'paxlovid.com' with mean price 0.9, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.6, 5 impressions of adomain 'pg.com' with mean price 0.5, 2 impressions of adomain 'productmadness.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.4, 8 impressions of adomain 'redbull.com' with mean price 0.5, 2 impressions of adomain 'scopely.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.4, 5 impressions of adomain 'solitairecash.com' with mean price 1.8, 5 impressions of adomain 'spinxgames.com' with mean price 0.6, 2 impressions of adomain 'subaru.com' with mean price 0.4, 86 impressions of adomain 'swishersweets.com' with mean price 1.1, 3 impressions of adomain 'underdogfantasy.com' with mean price 58.9, 1 clicks of adomain 'underdogfantasy.com', 3 impressions of adomain 'vicks.com' with mean price 0.8, 1 impressions of adomain 'wisewaveltd.com' with mean price 45.3; 1 sessions in app 'com.platinumplayer.word.addict', 5 ad_requests with mean bid_floor 137.4; 6 sessions in app 'com.solitaire.blast.puzzle', 98 ad_requests with mean bid_floor 51.7; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 11 ad_requests with mean bid_floor 33.4; 1 sessions in app 'com.tripledot.blockbash', 13 ad_requests with mean bid_floor 25.0, 1 impressions of adomain 'arnoldpalmerinvitational.com' with mean price 0.5, 1 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 1 impressions of adomain 'giovanniranausa.com' with mean price 0.5, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'oldspice.com' with mean price 0.5, 2 impressions of adomain 'progressive.com' with mean price 0.5; 7 sessions in app 'com.tripledot.spades', 134 ad_requests with mean bid_floor 6.8, 1 impressions of adomain 'bidease.com_101931' with mean price 0.9, 1 impressions of adomain 'numerator.com' with mean price 0.6, 5 impressions of adomain 'papayagaming.com' with mean price 0.6, 1 impressions of adomain 'prilosecotc.com' with mean price 0.7, 1 impressions of adomain 'publicisna.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'scottbrand.com' with mean price 0.8, 1 impressions of adomain 'textnow.com' with mean price 0.2, 1 impressions of adomain 'whitecastle.com' with mean price 1.2; 3 sessions in app 'com.wildcard.spadespop', 54 ad_requests with mean bid_floor 9.7; 39 sessions in app 'com.yallaplay.spadesmasters', 553 ad_requests with mean bid_floor 250.1; 1 sessions in app 'screw.sort.match.jam.puzzle', 56 ad_requests with mean bid_floor 154.2; 5 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 160 ad_requests with mean bid_floor 21.3, 2 impressions of adomain 'com.nutcracker.spins.slots' with mean price 114.1, 1 impressions of adomain 'spinxgames.com' with mean price 20.0; 2 sessions in app 'spades.solitaire.card.games.free', 6 ad_requests with mean bid_floor 99.5';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2024-12-28 19:15:51;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2024-12-23 16:53:20;0_timestamp is 2024-12-23 16:53:20;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.548349733528858;partition is 1395;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'loppipoppi.numbermatch_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.murka.scatterslots_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'c4c61070-4888-494e-9cd3-a529d3e1ded4;'uuid is '801c791e-421b-45d3-aa88-1d3dbc533ce3';bid_timestamp is '2025-01-06 2:18:41';device_id is 'c4c61070-4888-494e-9cd3-a529d3e1ded4';biddate is '2025-01-06';country is 'USA';app is 'com.oakever.tiletrip';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e24458c99083a8d356c83a7d46793e28';display_manager is 'bidmachine';raw_price is 250;target_cpi is 10.415115229424;campaign is 57720;creative_id is 229352;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vi';bid_floor is 26.5106 ;min_floor is 26.5106 ;bidmachine_placement_value is 29.304898;placement_historical_value is 240.254944;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 1866463 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1.05;prior_theme_impressions_count is 2;prior_tag_clicks_count is 5 ;time_since_click is '1866372';hour is '2025-01-06 02:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.asking.pulse.portion', 28 ad_requests with mean bid_floor 36.6; 2 sessions in app 'com.calculatorapp.simplecalculator.calculator', 3 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.christmasshelf.match.tgoods', 48 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.classic.blue.card', 18 ad_requests with mean bid_floor 14.5; 1 sessions in app 'com.classic.cardstile.suite.poker.cactus.frost', 116 ad_requests with mean bid_floor 44.2; 40 sessions in app 'com.clean888.cleansuper.cleaner', 453 ad_requests with mean bid_floor 42.2; 1 sessions in app 'com.facility.interested.devel', 20 ad_requests with mean bid_floor 18.0; 1 sessions in app 'com.groceryshelf.funny.puzzle.pine.wizard', 9 ad_requests with mean bid_floor 15.9; 51 sessions in app 'com.image.conveimage', 1086 ad_requests with mean bid_floor 36.4; 1 sessions in app 'com.intensedev.classicsolitaire.gp', 5 ad_requests with mean bid_floor 30.8; 4 sessions in app 'com.merge.mania.fruit.wonderful', 29 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 6 ad_requests with mean bid_floor 22.7; 1 sessions in app 'com.miyagn.fruits.cool.fir.puzzle', 7 ad_requests with mean bid_floor 5.7; 2 sessions in app 'com.nhb.earn.habit', 20 ad_requests with mean bid_floor 7.7; 4 sessions in app 'com.oakever.tiletrip', 57 ad_requests with mean bid_floor 30.2; 1 sessions in app 'com.ocean.seaworld.merge.blue', 4 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.oceansea.shelfclear.fishy.frenzy.tornado', 9 ad_requests with mean bid_floor 26.3; 19 sessions in app 'com.painting.book.colorme', 50 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.playvalve.spades', 11 ad_requests with mean bid_floor 72.8; 3 sessions in app 'com.sea.match.abyssal.tiles', 18 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.seabed.match.magic.mystery', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.solitaire.cards.deluxe', 14 ad_requests with mean bid_floor 15.0, 2 impressions of adomain 'papayagaming.com' with mean price 1.4; 1 sessions in app 'com.solitaire.relax.classic.card.game', 7 ad_requests with mean bid_floor 8.4; 1 sessions in app 'com.solitarie.card.regal.game', 10 ad_requests with mean bid_floor 166.8; 1 sessions in app 'com.talent.billiards.balls.merge', 5 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.tonia.shelf.match.money.market.gain', 10 ad_requests with mean bid_floor 18.8; 2 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 38 ad_requests with mean bid_floor 15.4; 34 sessions in app 'com.vafra.browser', 50 ad_requests with mean bid_floor 138.1; 1 sessions in app 'com.vast.merge.organism.oceanic', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.winJewelpop.puzzle.game', 5 ad_requests with mean bid_floor 10.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-06 2:43:17;time_since_impression_in_hours is 518;channel is 'USA/V/bidmachine/com.oakever.tiletrip/False/126';time_since_click_in_hours is 518;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.396623540414718;partition is 3478;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.scopely.monopolygo_Android_CPI_social_casino_install_abdoul_500k_01_14_2024' 'Android_ALL_IAP_abdoul_500k_05_28_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 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},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b3ed96dc-6104-41ff-b41c-07b1dff619cd;'uuid is 'fbf32ad2-29d3-4856-b65a-e9551d36d2a8';bid_timestamp is '2025-02-02 15:39:49';device_id is 'b3ed96dc-6104-41ff-b41c-07b1dff619cd';biddate is '2025-02-02';country is 'USA';app is 'com.fb.jjtq';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 0.35185;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 254 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 've';bid_floor is 0.34185 ;min_floor is 0.34185 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-02 15:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '14 sessions in app 'com.antivirus', 16 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.fb.jjtq', 711 ad_requests with mean bid_floor 13.8; 1 sessions in app 'com.funnyprank.sounds.fake.haircut.prank', 6 ad_requests with mean bid_floor 4.7; 22 sessions in app 'com.grindrapp.android', 142 ad_requests with mean bid_floor 2.9; 4 sessions in app 'com.newpubco.spades', 128 ad_requests with mean bid_floor 22.8, 1 impressions of adomain 'nutrafol.com' with mean price 2.0; 1 sessions in app 'com.tranzmate', 13 ad_requests with mean bid_floor 33.7; 4 sessions in app 'com.tumblr', 15 ad_requests with mean bid_floor 2.6; 2 sessions in app 'net.zedge.android', 7 ad_requests with mean bid_floor 15.1; 4 sessions in app 'wood.block.crush.adventure.puzzle.games', 18 ad_requests with mean bid_floor 23.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-02-02 15:44:29;0_timestamp is 2025-02-02 15:44:29;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.fb.jjtq/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.71257182647378;partition is 18;segments is ['com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_2000k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_10)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'explore' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'c0f33f5d-9aea-4bfd-80e8-8e58878ed898;'uuid is 'dcf76e07-1767-4a4d-b5ce-55b4dc24d220';bid_timestamp is '2025-02-06 8:17:38';device_id is 'c0f33f5d-9aea-4bfd-80e8-8e58878ed898';biddate is '2025-02-06';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'a9f55d98db68349c6554f2e8f9efa5a9';display_manager is 'bidmachine';raw_price is 188.443566675768;target_cpi is 1.5;campaign is 58205;creative_id is 229456;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'update';user_coefficient is 5;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 08:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'ci.atlasearth.client', 15 ad_requests with mean bid_floor 65.6; 9 sessions in app 'com.blackout.spades', 312 ad_requests with mean bid_floor 21.1, 1 impressions of adomain 'amazon.com' with mean price 0.7, 2 impressions of adomain 'dteenergy.com' with mean price 1.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 188.4, 1 impressions of adomain 'nike.com' with mean price 0.7, 4 impressions of adomain 'offerhives.com' with mean price 1.2, 2 impressions of adomain 'paramountplus.com' with mean price 1.1; 1 sessions in app 'com.fugo.wow', 10 ad_requests with mean bid_floor 85.3; 1 sessions in app 'com.hutchgames.nascar', 1 ad_requests with mean bid_floor 0.0; 9 sessions in app 'com.miniclip.realsniper', 22 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.newpubco.spades', 43 ad_requests with mean bid_floor 78.8, 3 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'kelloggs.com' with mean price 1.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.9, 1 impressions of adomain 'productmadness.com' with mean price 4.4, 1 impressions of adomain 'scorewarrior.com' with mean price 0.9; 1 sessions in app 'com.ttterbagames.businesssimulator', 9 ad_requests with mean bid_floor 0.6; 1 sessions in app 'd9d379bf7a18dd16eb8eb2b32155a991', 0 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 8:20:16;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.051496897185474;partition is 204;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V5_500k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V5_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_20)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V5_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_10)_abdoul_V3_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_20)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V5_2000k' 'com.aaaudi.biblecode_Android_CPI_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_31_2025' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V6_100k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_100k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_10)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_100min)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPI_abdoul_V3_500k' 'is_segments_com_newpubco_klondikesolitaire_Android_0_cg1_mmp_v5_USA_auto' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_62k_01_02_2025' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V5_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.games.joinblocks_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_50)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_50)_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'is_segments_com_ttterbagames_businesssimulator_Android_0_cg1_mmp_v5_USA_auto_no_fraud' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_100min)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'fae2e107-eb0f-472d-b242-48287befdac4;'uuid is 'a6e9adce-328e-4f4d-8304-413fe11bdb37';bid_timestamp is '2025-01-20 6:42:38';device_id is 'fae2e107-eb0f-472d-b242-48287befdac4';biddate is '2025-01-20';country is 'USA';app is 'com.fit.tris.block.puzzle';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 0.255769865572479;target_cpi is 0.30822588091396;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'IEC Games MAX';seller_id is 185;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 16.345412;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.16;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-20 06:00:00+00:00';day_of_week is '0';os_version is 10;user_behavior_stats_in_past is '1 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 2 ad_requests with mean bid_floor 22.3; 1 sessions in app 'com.TechTreeGames.TheTower', 6 ad_requests with mean bid_floor 20.8; 1 sessions in app 'com.YsoCorp.RetroBattle', 47 ad_requests with mean bid_floor 4.7, 2 clicks of adomain 'meetme.com', 2 impressions of adomain 'meetme.com' with mean price 8.8; 1 sessions in app 'com.YsoCorp.RiotEscape', 48 ad_requests with mean bid_floor 3.6, 1 clicks of adomain 'doordash.com', 1 impressions of adomain 'doordash.com' with mean price 6.9; 1 sessions in app 'com.aaafun.watersort', 13 ad_requests with mean bid_floor 47.7; 2 sessions in app 'com.avatarlife.avatarstory.mystory.myworld.mywonder', 98 ad_requests with mean bid_floor 35.1; 2 sessions in app 'com.begonia.mahjongflowerlove', 84 ad_requests with mean bid_floor 6.9; 3 sessions in app 'com.bingovwx.luckzya', 28 ad_requests with mean bid_floor 3.0, 1 clicks of adomain 'audible.com', 1 impressions of adomain 'audible.com' with mean price 5.5; 4 sessions in app 'com.crone.hdskinseditorforminecraftpe', 251 ad_requests with mean bid_floor 33.4, 1 impressions of adomain 'almedia.co' with mean price 7.9; 2 sessions in app 'com.duole.klondike.truck', 37 ad_requests with mean bid_floor 2.8; 4 sessions in app 'com.duole.solitaire.romance.journey.patience.free.card.games', 114 ad_requests with mean bid_floor 11.2; 11 sessions in app 'com.fit.tris.block.puzzle', 486 ad_requests with mean bid_floor 10.0, 2 clicks of adomain 'almedia.co', 7 impressions of adomain 'almedia.co' with mean price 3.5, 1 impressions of adomain 'aspercreme.com' with mean price 0.1, 1 clicks of adomain 'doordash.com', 2 impressions of adomain 'doordash.com' with mean price 4.9, 1 clicks of adomain 'meetme.com', 2 impressions of adomain 'meetme.com' with mean price 11.8, 1 clicks of adomain 'newpub.co/business-empire', 1 impressions of adomain 'newpub.co/business-empire' with mean price 1.3, 1 impressions of adomain 'newpub.co/dominoes' with mean price 8.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 0.3, 2 clicks of adomain 'newpub.co/watersort', 2 impressions of adomain 'newpub.co/watersort' with mean price 5.1, 1 impressions of adomain 'productmadness.com' with mean price 2.1; 2 sessions in app 'com.gofive.fashion.stylist.dress.up', 505 ad_requests with mean bid_floor 36.6, 1 clicks of adomain 'almedia.co', 1 impressions of adomain 'almedia.co' with mean price 2.0; 1 sessions in app 'com.hotplay.puzzlegames', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.mikehill.tanchishelaizhan', 22 ad_requests with mean bid_floor 26.3; 1 sessions in app 'com.newpubco.spades', 7 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.slotsjkl.vegasmno', 45 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.titan.slingshot.animals', 130 ad_requests with mean bid_floor 39.6; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.ttterbagames.businesssimulator', 9 ad_requests with mean bid_floor 2.1; 3 sessions in app 'com.word.madness', 92 ad_requests with mean bid_floor 85.8, 1 clicks of adomain 'audible.com', 1 impressions of adomain 'audible.com' with mean price 31.1, 1 clicks of adomain 'klover.app', 2 impressions of adomain 'klover.app' with mean price 21.3; 1 sessions in app 'com.wordfarm.scapes', 2 ad_requests with mean bid_floor 310.9; 2 sessions in app 'com.wowonet.game', 74 ad_requests with mean bid_floor 1.6, 1 clicks of adomain 'almedia.co', 1 impressions of adomain 'almedia.co' with mean price 5.9, 2 impressions of adomain 'samplesbuddy.com' with mean price 2.5, 2 clicks of adomain 'temu.com', 4 impressions of adomain 'temu.com' with mean price 7.6; 1 sessions in app 'com.yolostudio.squidsurvival', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'game.genix.nuts.bolts.twisted.tangle.puzzle', 24 ad_requests with mean bid_floor 10.2, 1 clicks of adomain 'temu.com', 1 impressions of adomain 'temu.com' with mean price 10.7; 1 sessions in app 'screen.mirroring.smart.tv', 1 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-20 6:50:45;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.fit.tris.block.puzzle/False/185';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.525800297326261;partition is 3008;segments is ['coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(offer)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_500k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.aaaudi.biblecode_Android_CPA(10level_complete_beforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_100k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '03ad605b-b376-4179-86f7-7bf434e2f8d9;'uuid is 'bcb2f67c-c2ce-4fba-b3aa-69d6a9d11fe7';bid_timestamp is '2025-02-01 3:51:19';device_id is '03ad605b-b376-4179-86f7-7bf434e2f8d9';biddate is '2025-02-01';country is 'USA';app is 'com.app.game.ak.eggsplode';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 5.70795065938827;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 187 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 've';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-01 03:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '20 sessions in app 'com.app.game.ak.eggsplode', 924 ad_requests with mean bid_floor 22.1; 1 sessions in app 'com.healthassistant.bloodtrack.monitor', 14 ad_requests with mean bid_floor 9.3; 1 sessions in app 'com.newpubco.spades', 15 ad_requests with mean bid_floor 22.2; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 4.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-01 3:54:32;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.app.game.ak.eggsplode/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.382424322955505;partition is 947;segments is ['de.empfohlen_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '27a362ad-7d0a-47ae-8f37-b32430b91f10;'uuid is 'e05c962f-131b-472b-a4e2-be6d3d522cec';bid_timestamp is '2025-01-04 7:41:22';device_id is '27a362ad-7d0a-47ae-8f37-b32430b91f10';biddate is '2025-01-04';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 78.2066329995722;target_cpi is 6.59361585265964;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 1921216 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is '2002604';hour is '2025-01-04 07:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '3 sessions in app 'com.BBF.BarricadeBattlegroundFury', 326 ad_requests with mean bid_floor 23.5; 16 sessions in app 'com.aaagame.aaacasino', 81 ad_requests with mean bid_floor 2.1; 2 sessions in app 'com.bicakugames.geometrycrach', 236 ad_requests with mean bid_floor 19.4; 3 sessions in app 'com.blackout.gin', 60 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'mobilityware.com' with mean price 0.6; 27 sessions in app 'com.blackout.spades', 2531 ad_requests with mean bid_floor 33.1, 15 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'braftovi.com' with mean price 0.8, 2 impressions of adomain 'danziten.com' with mean price 1.0, 1 impressions of adomain 'lytgobi.com' with mean price 1.0, 5 impressions of adomain 'paxlovidhcp.com' with mean price 1.7, 8 impressions of adomain 'rocketmortgage.com' with mean price 0.7, 2 impressions of adomain 'ymcanyc.org' with mean price 1.6; 1 sessions in app 'com.bonnie.trafficescape', 12 ad_requests with mean bid_floor 2.2, 1 impressions of adomain 'janssen.com' with mean price 0.8; 7 sessions in app 'com.bravo.slots.casino.android', 40 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.fbig.spades', 5 ad_requests with mean bid_floor 3.6; 543 sessions in app 'com.metropcs.metrozone', 3516 ad_requests with mean bid_floor 74.8; 2 sessions in app 'com.solitarie.card.regal.game', 25 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 7.7; 24 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 292 ad_requests with mean bid_floor 27.5, 2 impressions of adomain 'adidas.com' with mean price 0.2, 7 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'att.com' with mean price 0.7, 1 impressions of adomain 'boostmobile.com' with mean price 0.7, 1 impressions of adomain 'cash.app' with mean price 0.4, 2 impressions of adomain 'danziten.com' with mean price 0.6, 1 impressions of adomain 'drybarshops.com' with mean price 0.3, 1 impressions of adomain 'gillette.com' with mean price 0.4, 1 impressions of adomain 'learnings.com.cn' with mean price 0.0, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'numerator.com' with mean price 0.3, 3 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 0.8, 2 impressions of adomain 'paxlovid.com' with mean price 1.8, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 4 impressions of adomain 'saintjosephs.org' with mean price 0.6, 2 impressions of adomain 'sanofi.com' with mean price 0.6, 3 impressions of adomain 'vitastudio.ai' with mean price 0.1, 6 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'weather.com' with mean price 0.1; 2 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 7.7; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 14 ad_requests with mean bid_floor 17.6; 1 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 6 ad_requests with mean bid_floor 13.0, 2 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'meetme.com' with mean price 0.1, 1 impressions of adomain 'wooga.com' with mean price 0.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-04 7:45:08;time_since_impression_in_hours is 533;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 556;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.206711572654288;partition is 3157;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4f9cb43b-4fa8-4ee6-90ae-6541c8ceb80d;'uuid is '5872b005-3ebb-4cb0-aa7d-35563196bf83';bid_timestamp is '2025-02-07 17:56:54';device_id is '4f9cb43b-4fa8-4ee6-90ae-6541c8ceb80d';biddate is '2025-02-07';country is 'USA';app is 'com.SBP.StormBladePhantom';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 228773;session_duration is 38 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 15.9106 ;min_floor is 15.9106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.MGD.Ragdoll.Sandbox.Bone.Smash', 24 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'amazon.com' with mean price 0.0; 2 sessions in app 'com.SBP.StormBladePhantom', 235 ad_requests with mean bid_floor 26.2; 1 sessions in app 'com.hypergutura.tearthemall', 4 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.newpubco.spades', 116 ad_requests with mean bid_floor 21.0, 1 impressions of adomain '9snail.com' with mean price 1.0; 1 sessions in app 'com.starplay.spider.fighter.openworld', 15 ad_requests with mean bid_floor 2.2; 1 sessions in app 'io.jioka.lastlife', 12 ad_requests with mean bid_floor 1.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 18:00:06;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.SBP.StormBladePhantom/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.263508449730573;partition is 39;segments is ['embeddings_centroid_similarity_wordmakers_installs']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'a2abf6f7-5dfb-4639-a663-799d78e81cbf;'uuid is '2e60d8e0-6d31-4010-9113-791410089a68';bid_timestamp is '2025-02-06 18:32:06';device_id is 'a2abf6f7-5dfb-4639-a663-799d78e81cbf';biddate is '2025-02-06';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 71.771527130798;target_cpi is 3;campaign is 58198;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 61.833333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 96680 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 4.11;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is '1540644';hour is '2025-02-06 18:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 223 ad_requests with mean bid_floor 4.2, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 13.6, 1 impressions of adomain 'pentlyconger.com' with mean price 0.8, 6 impressions of adomain 'theupsstore.com' with mean price 0.9; 1 sessions in app 'com.culnissgoal.culnissgoal', 35 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.hdmovie.fullhdmovies2023', 2 ad_requests with mean bid_floor 5.7; 431 sessions in app 'com.metropcs.metrozone', 2229 ad_requests with mean bid_floor 89.9; 1 sessions in app 'com.newpubco.spades', 19 ad_requests with mean bid_floor 16.5, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'lifeextension.com' with mean price 0.6, 1 impressions of adomain 'pluto.tv' with mean price 0.6; 1 sessions in app 'com.pinger.textfree', 1 ad_requests with mean bid_floor 5.7; 2 sessions in app 'com.plarium.mechlegion', 2 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.playvalve.ballsort', 12 ad_requests with mean bid_floor 57.5; 23 sessions in app 'com.playvalve.spades', 4609 ad_requests with mean bid_floor 110.0, 15 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'canadagoose.com' with mean price 0.8, 2 impressions of adomain 'cash.app' with mean price 1.4, 1 impressions of adomain 'chickenofthesea.com' with mean price 0.4, 2 impressions of adomain 'freecash.com' with mean price 51.1, 1 impressions of adomain 'hostdefense.com' with mean price 0.4, 1 impressions of adomain 'intuit.com' with mean price 0.5, 3 impressions of adomain 'joinpropel.com' with mean price 0.7, 1 impressions of adomain 'justdice.io' with mean price 1.4, 1 impressions of adomain 'lifeextension.com' with mean price 0.5, 1 impressions of adomain 'numerator.com' with mean price 0.5, 5 impressions of adomain 'squareup.com' with mean price 14.7, 2 impressions of adomain 'tempursealy.com' with mean price 0.6, 1 impressions of adomain 'temu.com' with mean price 30.3, 2 impressions of adomain 'walgreens.com' with mean price 1.0; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 57 ad_requests with mean bid_floor 12.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 126.8; 7 sessions in app 'com.superplaystudios.dicedreams', 8 ad_requests with mean bid_floor 13.0; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 5.0; 30 sessions in app 'de.empfohlen', 0 ad_requests with mean bid_floor 0.0; 3 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 84 ad_requests with mean bid_floor 1.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 71.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 18:37:55;time_since_impression_in_hours is 26;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 428;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.499799121856405;partition is 4087;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP2_AG_100k_01_25_2025' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_HIGH_VAR_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_HIGH_VAR_AG_40k_01_31_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '98f824a0-fdc5-4788-92e4-dd28bf655ac9;'uuid is '226c86ac-1404-4b34-a2e0-1618ae6f2273';bid_timestamp is '2025-01-08 2:04:55';device_id is '98f824a0-fdc5-4788-92e4-dd28bf655ac9';biddate is '2025-01-08';country is 'USA';app is 'com.gamovation.triplemahjong';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 48.8860503156047;target_cpi is 3.04849968237146;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'GamoVation MAX';seller_id is 234;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 50.120804;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 158009 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 4;prior_theme_impressions_count is 7;prior_tag_clicks_count is 4 ;time_since_click is '2424491';hour is '2025-01-08 02:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '7 sessions in app 'bible.offline.kingjames.holy.kjv.bible.daily.verse', 7 ad_requests with mean bid_floor 37.2; 1 sessions in app 'com.block.game.jigsaw.puzzles', 2 ad_requests with mean bid_floor 4.9; 6 sessions in app 'com.clean888.cleansuper.cleaner', 38 ad_requests with mean bid_floor 6.3; 13 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 219 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.cyber.clean', 5 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.cyber.fox', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.dram.spider.solitaire', 8 ad_requests with mean bid_floor 6.0; 2 sessions in app 'com.easyweightloss.homeworkoutforlazy', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.lutech.fileminer', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.marketer.greenpass', 12 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.mn.spark.browser.nm', 2 ad_requests with mean bid_floor 13.3; 11 sessions in app 'com.otium.solitaire.classic.card.game', 186 ad_requests with mean bid_floor 51.1; 14 sessions in app 'com.plush.rounsm.clean', 69 ad_requests with mean bid_floor 5.2; 14 sessions in app 'com.shoreline.game.spider.solitaire', 60 ad_requests with mean bid_floor 0.0; 9 sessions in app 'com.solitaire.cards.deluxe', 244 ad_requests with mean bid_floor 99.9, 1 impressions of adomain 'instacart.com' with mean price 0.2, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.2, 2 impressions of adomain 'justplayapps.com' with mean price 0.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 4 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'ruizfoods.com' with mean price 0.6, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'spinxgames.com' with mean price 0.3, 1 impressions of adomain 'zencolor.app' with mean price 0.2; 1 sessions in app 'com.tendevstudio.security', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tripledot.tile.dynasty', 12 ad_requests with mean bid_floor 23.3, 1 impressions of adomain 'depend.com' with mean price 1.1, 1 impressions of adomain 'freestylelibre.us' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'vicks.com' with mean price 0.6; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.vitastudio.solitaire', 35 ad_requests with mean bid_floor 44.5; 2 sessions in app 'com.yoogalabgaming.puzzle.mahjong', 11 ad_requests with mean bid_floor 5.3, 1 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'disneyplus.com' with mean price 0.1; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 7.7; 3 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 16.3; 1 sessions in app 'kjv.bible.kingjamesbible', 18 ad_requests with mean bid_floor 36.0; 10 sessions in app 'qe.zero.clutter', 172 ad_requests with mean bid_floor 6.3; 1 sessions in app 'solitaire.klondike.classic.card.games', 2 ad_requests with mean bid_floor 9.8; 15 sessions in app 'spider.solitaire.card.games', 67 ad_requests with mean bid_floor 34.0; 2 sessions in app 'spider.solitaire.classic.card.games.makeup', 19 ad_requests with mean bid_floor 25.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-08 2:13:32;time_since_impression_in_hours is 43;channel is 'USA/I/bidmachine/com.gamovation.triplemahjong/False/234';time_since_click_in_hours is 673;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.243311485937901;partition is 1869;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_100k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(af_app_opened)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 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'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.block.juggle_Android_CPA(af_app_opened)_abdoul_V3_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_100k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.vitastudio.mahjong_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_50)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '16326f8c-adea-47dd-be91-ff035963bfd7;'uuid is '4d41b14e-24e2-4bc8-b77d-a930f449da56';bid_timestamp is '2025-01-15 4:01:47';device_id is '16326f8c-adea-47dd-be91-ff035963bfd7';biddate is '2025-01-15';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 28.7611056597644;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 53;placement_historical_value is 21.94033;third_party_bid_price is ;prior_tag_impressions_count is 32 ;time_since_impression is 15986 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.85;prior_theme_impressions_count is 32;prior_tag_clicks_count is 4 ;time_since_click is '519227';hour is '2025-01-15 04:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 55 ad_requests with mean bid_floor 2.9; 3 sessions in app 'com.agedstudio.ss.card.spider.solitaire', 3 ad_requests with mean bid_floor 0.0; 8 sessions in app 'com.airhorn.sounds.prank.haircut.fartprank.joke', 14 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.art.pixel.black.ebony.games.paint.color.by.numbers', 23 ad_requests with mean bid_floor 0.8, 1 impressions of adomain 'auduboncarehomes.com' with mean price 0.4, 1 impressions of adomain 'boasafraag.com' with mean price 1.3, 1 impressions of adomain 'depaulcommunityhealthcenters.org' with mean price 1.3, 1 impressions of adomain 'hccs.edu' with mean price 0.6, 6 impressions of adomain 'hgs.cx' with mean price 2.1; 17 sessions in app 'com.blackout.spades', 1334 ad_requests with mean bid_floor 33.2, 6 impressions of adomain 'amazon.com' with mean price 0.7, 2 impressions of adomain 'att.com' with mean price 0.9, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'johnsonfitness.com' with mean price 1.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.5; 20 sessions in app 'com.block.juggle', 225 ad_requests with mean bid_floor 61.3; 6 sessions in app 'com.csnmedia.android.bg', 11 ad_requests with mean bid_floor 8.4; 1 sessions in app 'com.econogames.bible.versepuzzle.gp', 18 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.facemoji.animation.live.ai.keyboard.skins', 18 ad_requests with mean bid_floor 4.8; 5 sessions in app 'com.fbig.spades', 24 ad_requests with mean bid_floor 4.8; 4 sessions in app 'com.flashlight.callflash.ringingbet', 165 ad_requests with mean bid_floor 5.8; 5 sessions in app 'com.haircut.fart.airhorn.funnysound.prank.game.play.pp', 40 ad_requests with mean bid_floor 4.7; 3 sessions in app 'com.hdwallpapers.live.anime4k.background.lockscreen', 16 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.insbraingames.cryptoscapes.gp', 12 ad_requests with mean bid_floor 1.4; 3 sessions in app 'com.intensedev.biblesolitaire.gp', 27 ad_requests with mean bid_floor 3.3; 11 sessions in app 'com.newpubco.klondikesolitaire', 123 ad_requests with mean bid_floor 1.8, 1 impressions of adomain '3m.com' with mean price 0.4, 9 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'auto.everquote.com' with mean price 0.1, 1 impressions of adomain 'beiersdorf.com' with mean price 0.7, 1 impressions of adomain 'bidease.com_101931' with mean price 0.1, 7 impressions of adomain 'chumbacasino.com' with mean price 0.5, 1 impressions of adomain 'click2cart.com' with mean price 0.1, 1 impressions of adomain 'goldbond.com' with mean price 0.6, 1 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'mirena-us.com' with mean price 0.8, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 3 impressions of adomain 'samsclub.com' with mean price 0.7, 1 impressions of adomain 'takeda.com' with mean price 0.9, 1 impressions of adomain 'walgreens.com' with mean price 0.2, 2 impressions of adomain 'walmart.com' with mean price 0.3, 1 clicks of adomain 'walmart.com', 1 impressions of adomain 'weather.com' with mean price 0.1, 2 impressions of adomain 'xifaxan.com' with mean price 0.2, 1 impressions of adomain 'zencolor.app' with mean price 0.1; 1 sessions in app 'com.newpubco.spades', 25 ad_requests with mean bid_floor 12.0; 8 sessions in app 'com.playvalve.spades', 390 ad_requests with mean bid_floor 90.7, 9 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'visitowa.com' with mean price 0.7; 6 sessions in app 'com.prankapp.soundprank.funnysound.air.horn.game.tool', 41 ad_requests with mean bid_floor 4.6; 18 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 448 ad_requests with mean bid_floor 8.3, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 33.8; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 7.0; 7 sessions in app 'com.vitastudio.mahjong', 88 ad_requests with mean bid_floor 11.2; 7 sessions in app 'com.wildcard.classicspades', 100 ad_requests with mean bid_floor 3.9, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'mirena-us.com' with mean price 1.1, 1 impressions of adomain 'samsung.com' with mean price 1.0; 8 sessions in app 'd2f25539974344f10d65d01a2b0f8dda', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'in.playsimple.wordsearch', 10 ad_requests with mean bid_floor 8.8; 4 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 25.9; 13 sessions in app 'jp.co.goodroid.hyper.hexaaway', 101 ad_requests with mean bid_floor 1.1, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'gulfshores.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 6 sessions in app 'puzzle.challenge.sort.water', 47 ad_requests with mean bid_floor 5.8; 93 sessions in app 'xyz.rtrvr.pillo', 121 ad_requests with mean bid_floor 54.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-16 19:57:05;time_since_impression_in_hours is 4;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 144;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.470431399309964;partition is 3532;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPA(10level_complete_beforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2c74bae3-01c5-429c-91fb-dc08ba89e0bb;'uuid is 'f9d8d559-1f1c-4425-b78d-b6392ee88c56';bid_timestamp is '2024-12-18 18:01:12';device_id is '2c74bae3-01c5-429c-91fb-dc08ba89e0bb';biddate is '2024-12-18';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.96131761372089;target_cpi is 3;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 3.765398 ;min_floor is 1.6006 ;bidmachine_placement_value is 2.344391;placement_historical_value is 5.986572;third_party_bid_price is 3.765398;prior_tag_impressions_count is 22 ;time_since_impression is 513322 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.38;prior_theme_impressions_count is 22;prior_tag_clicks_count is 9 ;time_since_click is '28012408';hour is '2024-12-18 18:00:00+00:00';day_of_week is '2';os_version is 12;user_behavior_stats_in_past is '52 sessions in app 'com.LoopGames.Domino', 4409 ad_requests with mean bid_floor 6.5; 34 sessions in app 'com.blackout.spades', 10373 ad_requests with mean bid_floor 27.3, 12 impressions of adomain 'amazon.com' with mean price 3.3, 3 impressions of adomain 'arlo.com' with mean price 7.1, 8 impressions of adomain 'att.com' with mean price 0.9, 1 impressions of adomain 'carnationbreakfastessentials.com' with mean price 0.7, 3 impressions of adomain 'clorox.com' with mean price 0.9, 9 impressions of adomain 'handsoffmyrewards.com' with mean price 0.8, 7 impressions of adomain 'integrativepro.com' with mean price 7.2, 1 impressions of adomain 'nutrafol.com' with mean price 1.0, 1 impressions of adomain 'orgain.com' with mean price 0.7, 2 impressions of adomain 'paramountplus.com' with mean price 0.9, 4 impressions of adomain 'postconsumerbrands.com' with mean price 0.9, 1 impressions of adomain 'samsung.com' with mean price 1.0; 9 sessions in app 'com.metropcs.metrozone', 87 ad_requests with mean bid_floor 84.2; 1 sessions in app 'com.newpubco.spades', 63 ad_requests with mean bid_floor 8.1, 1 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'azoproducts.com' with mean price 0.5, 2 impressions of adomain 'clorox.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.5, 3 impressions of adomain 'smartypantsvitamins.com' with mean price 0.5; 2 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 6.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45645.7399768519;ag_retention_d1_timestamp is 2024-12-18 18:08:00;0_timestamp is 2024-12-18 18:08:00;time_since_impression_in_hours is 142;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 7781;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.642236770570491;partition is 3307;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'cb3652ee-f9b6-46c0-9ac7-e169a0fd0581;'uuid is 'f7a61900-cc7e-4a2c-a2ad-ffa6bd503ed6';bid_timestamp is '2024-12-27 14:45:38';device_id is 'cb3652ee-f9b6-46c0-9ac7-e169a0fd0581';biddate is '2024-12-27';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 126.330602352157;target_cpi is 4.2508675527607;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 265;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 158724 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.17;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '158718';hour is '2024-12-27 14:00:00+00:00';day_of_week is '4';os_version is 11;user_behavior_stats_in_past is '3 sessions in app 'com.cooking.bingo.ldkwh', 11 ad_requests with mean bid_floor 11.9; 2 sessions in app 'com.genius.gifMaster.gp', 5 ad_requests with mean bid_floor 14.1; 2 sessions in app 'com.playvalve.yatzy', 44 ad_requests with mean bid_floor 50.4; 175 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3267 ad_requests with mean bid_floor 4.0; 8 sessions in app 'com.tripledot.spades', 66 ad_requests with mean bid_floor 5.6, 3 impressions of adomain 'amazinglashstudio.com' with mean price 0.9, 7 impressions of adomain 'ibotta.com' with mean price 0.6, 1 impressions of adomain 'jettools.com' with mean price 0.9, 2 impressions of adomain 'mcdonalds.com' with mean price 0.5, 2 impressions of adomain 'olay.com' with mean price 0.7, 1 impressions of adomain 'progressive.com' with mean price 0.5; 4 sessions in app 'com.uploss.health.fasting', 53 ad_requests with mean bid_floor 15.6, 1 impressions of adomain 'adidas.com' with mean price 0.4, 2 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'cudenver.com' with mean price 0.5, 1 impressions of adomain 'dpsk12.org' with mean price 0.4, 1 impressions of adomain 'easygeo.org' with mean price 0.4, 6 impressions of adomain 'hizentra.com' with mean price 1.8, 7 impressions of adomain 'ibotta.com' with mean price 0.6, 1 impressions of adomain 'pngaming.com' with mean price 0.4, 1 impressions of adomain 'trpeds.com' with mean price 0.6; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 2 ad_requests with mean bid_floor 5.1; 2 sessions in app 'games.burny.playdoku.block.puzzle', 20 ad_requests with mean bid_floor 5.2; 5 sessions in app 'in.playsimple.wordsearch', 144 ad_requests with mean bid_floor 8.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-27 15:20:11;time_since_impression_in_hours is 44;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 44;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0374840195245745;partition is 785;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_100k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_apps_embeddings_similarity' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2bb48dfe-0a2f-40da-9f34-ea9010187fad;'uuid is 'e5ce7e69-0a8b-4cc9-8e82-3c86e674439c';bid_timestamp is '2025-01-16 2:28:17';device_id is '2bb48dfe-0a2f-40da-9f34-ea9010187fad';biddate is '2025-01-16';country is 'USA';app is 'com.tonia.shelf.match.money.market.gain';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 14.0633508764023;target_cpi is 11.1435418598454;campaign is 57948;creative_id is 228773;session_duration is 0 ;seller_name is 'Starve AppMaster2023';seller_id is 466;content_type is 'vi';bid_floor is 9.555 ;min_floor is 0.0106 ;bidmachine_placement_value is 6.328358;placement_historical_value is ;third_party_bid_price is 9.555;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.74;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-16 02:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'closet.match.pair.matching.games', 48 ad_requests with mean bid_floor 27.8; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 7.8; 2 sessions in app 'com.fiogonia.mmm', 12 ad_requests with mean bid_floor 31.4; 1 sessions in app 'com.gosub60.sol5', 8 ad_requests with mean bid_floor 6.8; 7 sessions in app 'com.handmark.expressweather', 19 ad_requests with mean bid_floor 66.8; 1 sessions in app 'com.king.candycrushsodasaga', 1 ad_requests with mean bid_floor 5.2; 104 sessions in app 'com.playvalve.spades', 18492 ad_requests with mean bid_floor 72.3, 1 impressions of adomain '1stsource.com' with mean price 1.1, 5 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'azoproducts.com' with mean price 0.4, 1 impressions of adomain 'benjaminone.com' with mean price 0.3, 1 impressions of adomain 'bidease.com_101931' with mean price 0.5, 2 impressions of adomain 'cad.cdjakit.com' with mean price 0.4, 4 clicks of adomain 'creditkarma.com', 53 impressions of adomain 'creditkarma.com' with mean price 13.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.4, 3 impressions of adomain 'fitbit.com' with mean price 0.4, 1 impressions of adomain 'flixchatter.net' with mean price 0.5, 1 impressions of adomain 'havas.com' with mean price 0.3, 1 impressions of adomain 'hendricks.org' with mean price 0.8, 15 impressions of adomain 'ibotta.com' with mean price 0.7, 9 impressions of adomain 'instagram.com' with mean price 0.4, 1 impressions of adomain 'iris-worldwide.com' with mean price 0.3, 2 impressions of adomain 'justdice.io' with mean price 0.3, 1 impressions of adomain 'mistplay.com' with mean price 0.3, 1 impressions of adomain 'newpub.co' with mean price 142.3, 4 impressions of adomain 'numerator.com' with mean price 0.3, 2 impressions of adomain 'progressive.com' with mean price 0.7, 3 impressions of adomain 'textnow.com' with mean price 0.3, 1 impressions of adomain 'virtueworldwide.com' with mean price 0.4, 1 impressions of adomain 'walgreens.com' with mean price 0.6; 5 sessions in app 'com.tonia.shelf.match.money.market.gain', 372 ad_requests with mean bid_floor 22.4, 3 impressions of adomain 'newpub.co/spades' with mean price 14.1; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.verydice', 15 ad_requests with mean bid_floor 51.4; 2 sessions in app 'com.wogic2cozer.pusher.magic', 19 ad_requests with mean bid_floor 14.7; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 4.3; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 3.1; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 7.0; 1 sessions in app 'spotlight', 0 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.tonia.shelf.match.money.market.gain/False/466';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0296902402165102;partition is 785;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.loppipoppi.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7e0ecb80-28e5-4f15-8e68-9df917b0cc7c;'uuid is '7d7e22da-a204-4fe7-acfa-7bda125609e4';bid_timestamp is '2024-12-29 22:09:05';device_id is '7e0ecb80-28e5-4f15-8e68-9df917b0cc7c';biddate is '2024-12-29';country is 'USA';app is 'com.mobilityware.spider';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5.681213;target_cpi is 2.0899440091748;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'i';bid_floor is 5.671213 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 34 ;time_since_impression is 505104 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 34;prior_tag_clicks_count is 13 ;time_since_click is '505065';hour is '2024-12-29 22:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior_stats_in_past is '39 sessions in app 'com.actionfit.atlantis', 988 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'abcmouse.com' with mean price 0.0, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'bmcclower.com' with mean price 0.3, 1 impressions of adomain 'chenegamios.com' with mean price 0.4, 1 impressions of adomain 'cnbc.com' with mean price 0.6, 3 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'donatelifemaryland.org' with mean price 0.6, 1 impressions of adomain 'entergy.com' with mean price 0.3, 6 impressions of adomain 'freestylelibre.us' with mean price 0.3, 1 clicks of adomain 'freestylelibre.us', 2 impressions of adomain 'hamptonu.edu' with mean price 0.2, 4 impressions of adomain 'powerfortomorrow.org' with mean price 0.6, 1 impressions of adomain 'temu.com' with mean price 6.6, 1 impressions of adomain 'traveltexas.com' with mean price 0.2, 1 impressions of adomain 'www.learnings.ai' with mean price 0.0, 6 impressions of adomain 'www.vitastudio.ai' with mean price 0.0; 5 sessions in app 'com.ants360.yicamera.international', 13 ad_requests with mean bid_floor 3.6; 25 sessions in app 'com.mobilityware.spider', 1189 ad_requests with mean bid_floor 17.2, 1 impressions of adomain 'bestbuy.com' with mean price 4.3, 1 impressions of adomain 'bk.com' with mean price 0.7, 2 impressions of adomain 'booking.com' with mean price 5.9, 2 impressions of adomain 'booktrack.com' with mean price 0.7, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.8, 2 impressions of adomain 'ingrezza.com' with mean price 0.3, 3 impressions of adomain 'intuit.com' with mean price 2.2, 1 impressions of adomain 'lastpass.com' with mean price 1.5, 1 clicks of adomain 'pluto.tv', 1 impressions of adomain 'pluto.tv' with mean price 5.1, 1 impressions of adomain 'rei.com' with mean price 0.3, 1 impressions of adomain 'scrantonworks.com' with mean price 2.7, 1 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'vikingcapllc.com' with mean price 1.3; 19 sessions in app 'com.novel.fiction.read.story.book', 152 ad_requests with mean bid_floor 2.4, 58 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'chenegamios.com' with mean price 0.4, 1 impressions of adomain 'daon.com' with mean price 0.3, 2 impressions of adomain 'sharecare.com' with mean price 0.5, 1 impressions of adomain 'softeon.com' with mean price 0.2, 1 clicks of adomain 'temu.com', 1 impressions of adomain 'temu.com' with mean price 7.3; 11 sessions in app 'com.puzzlegame.match.jewels.adventure', 362 ad_requests with mean bid_floor 5.4; 43 sessions in app 'com.scavenger.hunt.find.my.cat.hidden.object.free.brainly.game', 801 ad_requests with mean bid_floor 6.3, 1 impressions of adomain 'acludc.org' with mean price 0.4, 297 impressions of adomain 'adidas.com' with mean price 0.0, 43 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'americansforprosperity.org' with mean price 0.6, 4 impressions of adomain 'appletreeinstitute.org' with mean price 0.1, 2 impressions of adomain 'arlo.com' with mean price 0.2, 2 impressions of adomain 'attn.com' with mean price 1.0, 1 impressions of adomain 'babybel.com' with mean price 0.4, 1 impressions of adomain 'bgfoods.com' with mean price 1.1, 1 impressions of adomain 'cargurus.com' with mean price 0.0, 7 impressions of adomain 'caseforconsumers.org' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'cnbc.com' with mean price 0.6, 2 impressions of adomain 'cnrmstudies.org' with mean price 0.3, 14 impressions of adomain 'coca-cola.com' with mean price 0.2, 1 impressions of adomain 'coleparmer.com' with mean price 0.2, 2 impressions of adomain 'connection.com' with mean price 0.1, 5 impressions of adomain 'conservativesforlowercarecosts.com' with mean price 0.5, 13 impressions of adomain 'consumable.com' with mean price 0.0, 1 impressions of adomain 'cpyb.org' with mean price 0.1, 36 impressions of adomain 'cslf.us' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'dewalt.com' with mean price 0.0, 3 impressions of adomain 'fanniemae.com' with mean price 0.1, 9 impressions of adomain 'forfreemarkets.org' with mean price 0.4, 2 impressions of adomain 'freestylelibre.us' with mean price 0.1, 1 impressions of adomain 'grainger.com' with mean price 0.8, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 4 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'homespotter.com' with mean price 0.5, 2 impressions of adomain 'hormelfoods.com' with mean price 0.4, 4 impressions of adomain 'instrematic.com' with mean price 0.0, 1 impressions of adomain 'iwgplc.com' with mean price 0.0, 1 impressions of adomain 'kay.com' with mean price 0.5, 15 impressions of adomain 'keepmsg.com' with mean price 0.9, 1 impressions of adomain 'lacteol.com' with mean price 0.2, 1 impressions of adomain 'lambweston.com' with mean price 0.1, 1 impressions of adomain 'lastminute.com' with mean price 1.5, 26 impressions of adomain 'mcdonalds.com' with mean price 0.2, 12 impressions of adomain 'nucala.com' with mean price 0.2, 5 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'oreo.com' with mean price 0.1, 2 impressions of adomain 'pandora.com' with mean price 0.0, 1 impressions of adomain 'pepcid.com' with mean price 0.3, 4 impressions of adomain 'powerfortomorrow.org' with mean price 0.6, 3 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'refreshbrand.com' with mean price 0.2, 1 impressions of adomain 'russellstover.com' with mean price 0.3, 2 impressions of adomain 'secumd.org' with mean price 0.1, 1 impressions of adomain 'sharecare.com' with mean price 0.6, 1 impressions of adomain 'signaturetheatre.org' with mean price 0.4, 1 impressions of adomain 'sleepnumber.com' with mean price 0.1, 1 impressions of adomain 'thelanelinen.com' with mean price 0.1, 1 impressions of adomain 'ticketmaster.com' with mean price 0.4, 1 impressions of adomain 'tjx.com' with mean price 0.0, 2 impressions of adomain 'torkusa.com' with mean price 0.1, 6 impressions of adomain 'touro.edu' with mean price 0.5, 1 impressions of adomain 'truvia.com' with mean price 0.3, 1 impressions of adomain 'us.gsk.com' with mean price 0.0, 1 impressions of adomain 'vitalproteins.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.1, 18 impressions of adomain 'walmart.com' with mean price 0.1, 2 impressions of adomain 'whoop.com' with mean price 0.3, 3 impressions of adomain 'www.vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'yellowbook.com' with mean price 0.2; 26 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 991 ad_requests with mean bid_floor 14.0, 2 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 5.4; 1 sessions in app 'com.trace.ar.drawing', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 15.0; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 7.0; 5 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 27.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-29 22:31:06;time_since_impression_in_hours is 140;channel is 'USA/I/bidmachine/com.mobilityware.spider/False/192';time_since_click_in_hours is 140;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.81221215798403;partition is 3341;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'explore' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '43ab28b8-5b26-4e7f-a099-c0ed6b4c861c;'uuid is 'dac93d53-6cdb-4a77-9823-d17816c2dda8';bid_timestamp is '2025-02-05 22:00:46';device_id is '43ab28b8-5b26-4e7f-a099-c0ed6b4c861c';biddate is '2025-02-05';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 12.3521662098831;target_cpi is 8;campaign is 58266;creative_id is 229286;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'ie';bid_floor is 5.8512 ;min_floor is 5.8512 ;bidmachine_placement_value is 28.538462;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 21984 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 4.03;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is '21966';hour is '2025-02-05 22:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '4 sessions in app 'com.DifLabs.Differences', 109 ad_requests with mean bid_floor 80.7, 2 impressions of adomain 'iheart.com' with mean price 0.1, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 0.1, 1 impressions of adomain 'priceline.com' with mean price 0.0, 1 impressions of adomain 'temu.com' with mean price 0.1; 1 sessions in app 'com.fbig.words', 2 ad_requests with mean bid_floor 47.6; 3 sessions in app 'com.find.spot.photo.hunt.differences.free.hidden', 83 ad_requests with mean bid_floor 1.0, 1 impressions of adomain 'cash.app' with mean price 0.1; 3 sessions in app 'com.fiogonia.spades', 298 ad_requests with mean bid_floor 9.7; 3 sessions in app 'com.newpubco.spades', 279 ad_requests with mean bid_floor 22.0, 2 impressions of adomain 'caseforconsumers.org' with mean price 0.9, 1 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'doubleverify.com' with mean price 0.1, 1 impressions of adomain 'dove.com' with mean price 0.1, 1 impressions of adomain 'goodfoods.com' with mean price 0.1, 1 impressions of adomain 'intuit.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.0, 1 impressions of adomain 'methodproducts.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.1, 2 impressions of adomain 'poconomountains.com' with mean price 2.4, 1 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.4, 1 impressions of adomain 'southwest.com' with mean price 0.1, 3 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'xifaxan.com' with mean price 0.5; 75 sessions in app 'com.playvalve.spades', 36935 ad_requests with mean bid_floor 70.8, 1 impressions of adomain 'admile.com' with mean price 0.4, 1 impressions of adomain 'aloha.com' with mean price 0.5, 34 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'bissell.com' with mean price 0.2, 1 impressions of adomain 'bp.com' with mean price 0.4, 1 impressions of adomain 'canaanresort.com' with mean price 0.9, 3 impressions of adomain 'caseforconsumers.org' with mean price 0.4, 2 impressions of adomain 'clorox.com' with mean price 0.4, 2 impressions of adomain 'disneyplus.com' with mean price 0.6, 61 impressions of adomain 'dove.com' with mean price 0.5, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 17 impressions of adomain 'galderma.com' with mean price 0.4, 1 clicks of adomain 'galderma.com', 4 impressions of adomain 'gnc.com' with mean price 0.4, 2 impressions of adomain 'gomacro.com' with mean price 0.2, 11 impressions of adomain 'instagram.com' with mean price 0.3, 4 impressions of adomain 'intuit.com' with mean price 1.1, 1 impressions of adomain 'laroche-posay.us' with mean price 0.2, 2 impressions of adomain 'liquid-iv.com' with mean price 0.3, 6 impressions of adomain 'maybelline.com' with mean price 0.2, 17 impressions of adomain 'methodproducts.com' with mean price 0.3, 8 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 2 impressions of adomain 'mrsmeyers.com' with mean price 0.3, 2 impressions of adomain 'newpub.co' with mean price 12.4, 2 clicks of adomain 'newpub.co', 5 impressions of adomain 'niveausa.com' with mean price 0.5, 7 impressions of adomain 'nutrafol.com' with mean price 0.5, 6 impressions of adomain 'nyxcosmetics.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 1.4, 2 impressions of adomain 'pentlyconger.com' with mean price 0.4, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.2, 3 impressions of adomain 'progressive.com' with mean price 0.7, 2 impressions of adomain 'schoolofpe.com' with mean price 1.3, 1 impressions of adomain 'shuttleart.com' with mean price 0.5, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'smallerbiotech.com' with mean price 0.2, 1 impressions of adomain 'unicycive.com' with mean price 0.3, 1 impressions of adomain 'unilever.com' with mean price 0.3, 1 impressions of adomain 'valottery.com' with mean price 0.5, 3 impressions of adomain 'verbproducts.com' with mean price 0.2, 1 impressions of adomain 'visitmaryland.org' with mean price 0.4, 1 impressions of adomain 'webmd.com' with mean price 0.4, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 1 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 7.1; 3 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 11.4; 6 sessions in app 'com.yolo.differences.findmaster', 55 ad_requests with mean bid_floor 43.5; 9 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 520 ad_requests with mean bid_floor 22.6, 3 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'econtrendx.com' with mean price 0.1, 1 impressions of adomain 'foodlion.com' with mean price 0.1, 2 impressions of adomain 'haleon.com' with mean price 0.6, 3 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.5, 1 impressions of adomain 'makeheadway.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'natrol.com' with mean price 0.7, 1 impressions of adomain 'nba.com' with mean price 0.7, 1 impressions of adomain 'orthomaryland.net' with mean price 0.4, 6 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'secret.com' with mean price 0.4, 4 impressions of adomain 'starbucks.com' with mean price 0.3, 1 impressions of adomain 'stonyfield.com' with mean price 0.5, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.0, 3 impressions of adomain 'temu.com' with mean price 0.0, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'tysonfoods.com' with mean price 0.6, 2 impressions of adomain 'vyepti.com' with mean price 0.2, 4 impressions of adomain 'www.mobileprotectionzone.com' with mean price 0.0, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0; 11 sessions in app 'find.differences.puzzle.games.spot.free', 137 ad_requests with mean bid_floor 1.1, 1 impressions of adomain 'subaru.com' with mean price 0.3, 1 impressions of adomain 'xifaxan.com' with mean price 0.3; 1 sessions in app 'find.easy.hidden.differences', 1 ad_requests with mean bid_floor 0.0; 8 sessions in app 'find.spot.fun.relax.difference', 473 ad_requests with mean bid_floor 31.8, 2 impressions of adomain 'aveeno.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'pandora.com' with mean price 0.0, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'tylenol.com' with mean price 0.4; 1 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 20 ad_requests with mean bid_floor 1.8; 3 sessions in app 'in.playsimple.wordtrip', 30 ad_requests with mean bid_floor 13.4; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 6.2; 5 sessions in app 'net.zedge.android', 32 ad_requests with mean bid_floor 12.0; 17 sessions in app 'puzzle.game.find.differences', 507 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'dairyqueen.com' with mean price 0.0, 4 impressions of adomain 'haleon.com' with mean price 1.0, 1 impressions of adomain 'jcpenny.com' with mean price 0.1, 1 impressions of adomain 'mdmercy.com' with mean price 0.2, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 1 impressions of adomain 'revlon.com' with mean price 0.5, 1 impressions of adomain 'sliding.toys' with mean price 0.2, 2 impressions of adomain 'starbucks.com' with mean price 0.3, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'tezspire.com' with mean price 0.3, 1 impressions of adomain 'ukg.com' with mean price 0.1; 4 sessions in app 'spot.hidden.difference', 42 ad_requests with mean bid_floor 7.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-02-05 22:20:33;0_timestamp is 2025-02-05 22:20:33;time_since_impression_in_hours is 6;channel is 'USA/I/bidmachine/com.playvalve.spades/True/273';time_since_click_in_hours is 6;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.263396474746407;partition is 3298;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP2_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'bloom_com.playvalve.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_100k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_10k_01_25_2025' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_IMP_HIGH_PRICE_AG_100k_01_31_2025' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_95' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '3e09eb34-888b-4dfc-a7b6-8d18e2e576af;'uuid is '906a97c9-89b3-4240-a5cc-60c101c0a3e4';bid_timestamp is '2025-02-10 0:47:44';device_id is '3e09eb34-888b-4dfc-a7b6-8d18e2e576af';biddate is '2025-02-10';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 28.2547166898418;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 1 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 27.984;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1.07;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-10 00:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'ai.metaverse.remote.control.smarthome', 3 ad_requests with mean bid_floor 79.0; 1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 22 ad_requests with mean bid_floor 2.3; 11 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 706 ad_requests with mean bid_floor 10.4, 1 impressions of adomain 'futurhealth.com' with mean price 0.3; 3 sessions in app 'com.blackout.spades', 257 ad_requests with mean bid_floor 40.7, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'calvinklein.us' with mean price 0.3, 2 impressions of adomain 'galderma.com' with mean price 0.4, 2 impressions of adomain 'hempz.com' with mean price 0.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 28.3, 1 impressions of adomain 'paulmitchell.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'starz.com' with mean price 0.4, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.breakingnewsbrief.app', 1 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 22 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.newpubco.spades', 37 ad_requests with mean bid_floor 21.2, 2 clicks of adomain '9snail.com', 2 impressions of adomain '9snail.com' with mean price 0.3; 1 sessions in app 'com.otium.wordconnect.android', 11 ad_requests with mean bid_floor 30.4; 25 sessions in app 'com.peoplefun.wordcross', 5387 ad_requests with mean bid_floor 14.4, 8 impressions of adomain '1stopbedrooms.com' with mean price 0.0, 2 impressions of adomain 'acrisure.com' with mean price 7.4, 7 clicks of adomain 'adidas.com', 926 impressions of adomain 'adidas.com' with mean price 0.0, 12 impressions of adomain 'adobe.com' with mean price 0.0, 4 impressions of adomain 'advanceamerica.net' with mean price 0.3, 1 impressions of adomain 'agrigold.com' with mean price 0.9, 25 impressions of adomain 'alevco.net' with mean price 0.0, 2 impressions of adomain 'all-laundry.com' with mean price 0.0, 1 impressions of adomain 'allthingsvault.com' with mean price 0.1, 17 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'aqualab.com' with mean price 0.0, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.1, 1 impressions of adomain 'bedbathandbeyond.com' with mean price 0.0, 2 impressions of adomain 'bidease.com' with mean price 0.0, 2 impressions of adomain 'buildwithstrength.com' with mean price 0.4, 2 impressions of adomain 'cash.app' with mean price 0.0, 20 impressions of adomain 'chesterfieldfence.com' with mean price 0.0, 2 impressions of adomain 'city.minigame.vip' with mean price 0.1, 488 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.1, 1 impressions of adomain 'commonapp.org' with mean price 0.5, 3 impressions of adomain 'costco.com' with mean price 0.0, 5 impressions of adomain 'dailyworthing.com' with mean price 0.0, 1 impressions of adomain 'dierbergs.com' with mean price 0.1, 18 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dramabox.com' with mean price 0.0, 1 impressions of adomain 'drop.frenzy.bubbly.com' with mean price 0.0, 1 impressions of adomain 'elitegtravel.com' with mean price 0.1, 1 impressions of adomain 'enterprise-software-solutions.com' with mean price 0.0, 2 impressions of adomain 'essehealth.com' with mean price 0.5, 1 impressions of adomain 'etix.com' with mean price 0.1, 4 impressions of adomain 'finishdishwashing.com' with mean price 0.5, 3 impressions of adomain 'ghirardelli.com' with mean price 0.2, 1 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'greenfeetrescue.com' with mean price 0.1, 9 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'hillspet.com' with mean price 0.2, 11 impressions of adomain 'hollywoodcasinostlouis.com' with mean price 0.2, 5 impressions of adomain 'homedepot.com' with mean price 0.4, 5 impressions of adomain 'homespotter.com' with mean price 0.5, 2 impressions of adomain 'hrmdirect.com' with mean price 0.0, 3 impressions of adomain 'info.nu.edu' with mean price 0.6, 2 impressions of adomain 'jccstl.com' with mean price 0.4, 1 impressions of adomain 'jcpenney.com' with mean price 0.0, 1 impressions of adomain 'krautomationinc.com' with mean price 0.2, 1 impressions of adomain 'lemongor.com' with mean price 0.0, 2 impressions of adomain 'lendnation.com' with mean price 0.4, 4 impressions of adomain 'lenels2.com' with mean price 0.0, 16 impressions of adomain 'lenovo.com' with mean price 0.1, 1 impressions of adomain 'mersgoodwill.org' with mean price 0.1, 1 impressions of adomain 'missouri.quitlogix.org' with mean price 0.1, 1 impressions of adomain 'mvc-sports.com' with mean price 0.4, 9 impressions of adomain 'mville.edu' with mean price 0.3, 2 impressions of adomain 'neabortionresources.org' with mean price 0.1, 1 impressions of adomain 'nespresso.com' with mean price 0.1, 1 impressions of adomain 'newspapers.com' with mean price 0.1, 1 impressions of adomain 'njit.edu' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 2 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 1 impressions of adomain 'ordercoldstone.com' with mean price 0.2, 1 impressions of adomain 'pacificlife.com' with mean price 0.1, 2 impressions of adomain 'paramount.com' with mean price 0.7, 3 impressions of adomain 'paramountplus.com' with mean price 0.0, 2 impressions of adomain 'pattersondental.com' with mean price 0.3, 2 impressions of adomain 'paypal.com' with mean price 0.0, 5 impressions of adomain 'peacocktv.com' with mean price 0.1, 2 impressions of adomain 'planetoat.com' with mean price 0.1, 2 impressions of adomain 'playtika.com' with mean price 0.0, 7 impressions of adomain 'pngaming.com' with mean price 0.2, 2 impressions of adomain 'purcelltire.com' with mean price 0.1, 1 impressions of adomain 'pvlawoffice.com' with mean price 0.5, 2 impressions of adomain 'rivercity.com' with mean price 0.1, 1 impressions of adomain 'royalcaribbean.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'savethechildren.org' with mean price 0.1, 1 clicks of adomain 'sbuniv.edu', 1 impressions of adomain 'sbuniv.edu' with mean price 0.1, 2 impressions of adomain 'schultzmyers.com' with mean price 0.0, 8 impressions of adomain 'sleepnumber.com' with mean price 0.1, 1 impressions of adomain 'slu.edu' with mean price 0.6, 1 impressions of adomain 'slumberland.com' with mean price 0.0, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 8 impressions of adomain 'starbucks.com' with mean price 0.0, 38 impressions of adomain 'stylewe.com' with mean price 0.0, 1 impressions of adomain 'tempursealy.com' with mean price 0.1, 52 impressions of adomain 'thecheesecakefactory.com' with mean price 0.0, 1 impressions of adomain 'themapofmeaning.org' with mean price 0.1, 7 impressions of adomain 'theoriginalpickleshot.com' with mean price 0.0, 3 impressions of adomain 'toyota.com' with mean price 0.1, 3 impressions of adomain 'trafalgar.com' with mean price 0.0, 1 impressions of adomain 'transcanwork.org' with mean price 0.1, 8 impressions of adomain 'tribesigns.com' with mean price 0.0, 1 impressions of adomain 'tripledot.com' with mean price 0.0, 1 impressions of adomain 'ukrainehousedavos.com' with mean price 0.1, 1 impressions of adomain 'ulta.com' with mean price 0.1, 3 impressions of adomain 'visitsedaliamo.com' with mean price 0.5, 2 impressions of adomain 'vitastudio.ai' with mean price 0.0, 47 impressions of adomain 'vsp.com' with mean price 0.0, 7 impressions of adomain 'walmart.com' with mean price 0.0, 4 impressions of adomain 'webmd.com' with mean price 0.1, 2 impressions of adomain 'wgu.edu' with mean price 0.0, 4 impressions of adomain 'www.shein.com' with mean price 0.1; 4 sessions in app 'com.staplegames.spades', 412 ad_requests with mean bid_floor 41.2; 1 sessions in app 'com.tripledot.woodoku', 14 ad_requests with mean bid_floor 4.4; 1 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 32.1; 7 sessions in app 'in.playsimple.wordtrip', 29 ad_requests with mean bid_floor 13.1; 38 sessions in app 'kjv.bible.kingjamesbible', 1346 ad_requests with mean bid_floor 43.6, 3 impressions of adomain 'allstate.com' with mean price 1.0, 1 clicks of adomain 'fashionnova.com', 1 impressions of adomain 'fashionnova.com' with mean price 29.2; 13 sessions in app 'net.peakgames.bidwhist', 113 ad_requests with mean bid_floor 11.8; 4 sessions in app 'tr.com.apps.drill.and.collect', 131 ad_requests with mean bid_floor 8.6, 1 clicks of adomain 'intuit.com', 1 impressions of adomain 'intuit.com' with mean price 25.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-10 0:51:01;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.604031204764949;partition is 367;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_all_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.aaaudi.justblock_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_all_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'c8a54964-c610-4011-9baf-2f8284a2c2cf;'uuid is '53e3dfc5-0d59-45fd-9db2-ea6a8c3274a1';bid_timestamp is '2024-12-13 13:59:02';device_id is 'c8a54964-c610-4011-9baf-2f8284a2c2cf';biddate is '2024-12-13';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'bidmachine';raw_price is 13.866877;target_cpi is 1;campaign is 57530;creative_id is 229142;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 13.856877 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 63 ;time_since_impression is 3780 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 0.81;prior_theme_impressions_count is 63;prior_tag_clicks_count is 7 ;time_since_click is '3765';hour is '2024-12-13 13:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'air.com.beachbumgammon', 7 ad_requests with mean bid_floor 0.5; 2 sessions in app 'com.LoopGames.Domino', 107 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.WhatWapp.Backgammon.Multiplayer', 3 ad_requests with mean bid_floor 38.2; 1 sessions in app 'com.aaaudi.wordmaker', 54 ad_requests with mean bid_floor 22.5, 4 impressions of adomain 'chumbacasino.com' with mean price 0.2, 3 impressions of adomain 'voqueznapro.com' with mean price 0.3; 1 sessions in app 'com.bbumgames.rummystars', 45 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.bigstarkids.wordtravel', 31 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.blackout.backgammon', 5 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.codewaygames.wordgame', 8 ad_requests with mean bid_floor 0.0; 239 sessions in app 'com.easybrain.backgammon.board.games', 52050 ad_requests with mean bid_floor 14.1, 1 impressions of adomain 'abbottnutrition.com' with mean price 0.6, 256 impressions of adomain 'adidas.com' with mean price 0.1, 5 impressions of adomain 'agents.farmers.com' with mean price 0.5, 5 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 1 impressions of adomain 'allstate.com' with mean price 0.2, 54 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'americangreetings.com' with mean price 0.6, 1 impressions of adomain 'ameriprise.com' with mean price 0.1, 8 impressions of adomain 'arcfilmsolutions.com' with mean price 0.5, 2 impressions of adomain 'ariat.com' with mean price 0.1, 2 impressions of adomain 'ashleyfurniture.com' with mean price 0.1, 2 impressions of adomain 'aspercreme.com' with mean price 0.1, 1 impressions of adomain 'astrazeneca.com' with mean price 1.7, 2 impressions of adomain 'asus.com' with mean price 0.2, 4 impressions of adomain 'atunooutofstatetuition.com' with mean price 0.2, 8 impressions of adomain 'bankwithsouthern.com' with mean price 1.6, 16 impressions of adomain 'bayer.com' with mean price 0.5, 6 impressions of adomain 'beachbody.com' with mean price 0.1, 22 impressions of adomain 'beiersdorf.com' with mean price 0.5, 4 impressions of adomain 'betsaracen.com' with mean price 0.9, 1 impressions of adomain 'bgfoods.com' with mean price 0.6, 1 impressions of adomain 'bidease.com' with mean price 0.1, 1 impressions of adomain 'bingoblaze.com' with mean price 1.5, 3 impressions of adomain 'bookdepot.ca' with mean price 0.2, 11 impressions of adomain 'bradshawhome.com' with mean price 0.1, 64 impressions of adomain 'bridgewater.com' with mean price 1.1, 3 impressions of adomain 'burnettinc.com' with mean price 0.1, 1 impressions of adomain 'caesars.com' with mean price 0.1, 9 impressions of adomain 'campingworld.com' with mean price 0.1, 2 impressions of adomain 'carnival.com' with mean price 0.1, 1 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'cbp.gov' with mean price 0.5, 1 impressions of adomain 'chefiq.com' with mean price 0.1, 1 impressions of adomain 'cherokeecasino.com' with mean price 0.4, 3 impressions of adomain 'citizenwatch.com' with mean price 0.1, 4 impressions of adomain 'clorox.com' with mean price 0.2, 4 impressions of adomain 'coca-cola.com' with mean price 1.4, 1 impressions of adomain 'coca-colacompany.com' with mean price 2.0, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.1, 9 impressions of adomain 'colgate.com' with mean price 0.1, 3 impressions of adomain 'communityamerica.com' with mean price 0.2, 4 impressions of adomain 'covergirl.com' with mean price 0.1, 8 impressions of adomain 'cox.com' with mean price 0.8, 1 impressions of adomain 'culturelle.com' with mean price 0.1, 1 impressions of adomain 'dapplebaby.com' with mean price 0.7, 34 impressions of adomain 'depend.com' with mean price 0.2, 19 impressions of adomain 'discover.com' with mean price 0.1, 1 impressions of adomain 'disney.com' with mean price 0.1, 6 impressions of adomain 'disneyplus.com' with mean price 0.1, 11 impressions of adomain 'dollargeneral.com' with mean price 0.2, 1 impressions of adomain 'dormanproducts.com' with mean price 0.1, 16 impressions of adomain 'dulcolax.com' with mean price 0.2, 9 impressions of adomain 'duracell.com' with mean price 0.2, 1 impressions of adomain 'dymatize.com' with mean price 0.1, 5 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'elitesingles.com' with mean price 0.1, 3 impressions of adomain 'expedia.com' with mean price 0.1, 1 impressions of adomain 'extclaims.com' with mean price 1.1, 2 impressions of adomain 'facebook.com' with mean price 0.2, 19 impressions of adomain 'farmers.com' with mean price 0.5, 4 impressions of adomain 'fepblue.org' with mean price 0.1, 4 impressions of adomain 'fitbit.com' with mean price 0.2, 3 impressions of adomain 'fossil.com' with mean price 0.1, 1 impressions of adomain 'funnysphere.com' with mean price 0.1, 1 impressions of adomain 'gillette.com' with mean price 0.3, 19 impressions of adomain 'globalpoker.com' with mean price 0.3, 49 impressions of adomain 'goldbond.com' with mean price 0.6, 16 impressions of adomain 'goldencorral.com' with mean price 1.1, 4 impressions of adomain 'goodnes.com' with mean price 0.8, 5 impressions of adomain 'goodnites.com' with mean price 0.3, 1 impressions of adomain 'google.com' with mean price 2.2, 2 impressions of adomain 'guns.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.1, 4 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.3, 4 impressions of adomain 'homespotter.com' with mean price 0.5, 1 impressions of adomain 'house.gov' with mean price 0.4, 26 impressions of adomain 'huggies.com' with mean price 0.2, 4 impressions of adomain 'hulu.com' with mean price 0.8, 1 impressions of adomain 'hy-vee.com' with mean price 0.4, 3 impressions of adomain 'ihealthlabs.com' with mean price 7.8, 1 clicks of adomain 'ihealthlabs.com', 7 impressions of adomain 'instagram.com' with mean price 0.1, 9 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'investinourland.org' with mean price 0.2, 2 impressions of adomain 'izervay.com' with mean price 0.2, 17 impressions of adomain 'jobsohio.com' with mean price 0.2, 11 impressions of adomain 'kansasdrivetozero.gov' with mean price 0.2, 1 impressions of adomain 'kcgpa.org' with mean price 0.2, 3 impressions of adomain 'kelloggs.com' with mean price 0.9, 2 impressions of adomain 'kidde.com' with mean price 0.1, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 2 impressions of adomain 'kinter.com' with mean price 0.4, 1 impressions of adomain 'kitchenaid.com' with mean price 0.1, 1 impressions of adomain 'kleenex.com' with mean price 0.1, 1 impressions of adomain 'kohler.com' with mean price 0.1, 4 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'kuiu.com' with mean price 0.1, 2 impressions of adomain 'lakeviewvillage.org' with mean price 0.2, 3 impressions of adomain 'lastpass.com' with mean price 0.8, 2 impressions of adomain 'learnings.ai' with mean price 0.1, 2 impressions of adomain 'lenscrafters.com' with mean price 0.4, 3 impressions of adomain 'lewischryslerdodge.com' with mean price 1.1, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 4 impressions of adomain 'logitech.com' with mean price 0.2, 1 impressions of adomain 'luckybrand.com' with mean price 0.1, 4 impressions of adomain 'luckylandslots.com' with mean price 0.1, 6 impressions of adomain 'lunsumio.com' with mean price 0.2, 6 impressions of adomain 'markanthonyintl.com' with mean price 0.1, 4 impressions of adomain 'mattressfirm.com' with mean price 0.3, 6 impressions of adomain 'mazdausa.com' with mean price 0.5, 3 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'meritrustcu.org' with mean price 0.4, 2 impressions of adomain 'michelobultra.com' with mean price 0.4, 3 impressions of adomain 'modot.org' with mean price 0.2, 12 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'morganandco.com' with mean price 0.2, 6 impressions of adomain 'mouser.com' with mean price 0.2, 4 impressions of adomain 'myarinsurance.com' with mean price 0.4, 1 impressions of adomain 'myarkansaslottery.com' with mean price 0.3, 1 impressions of adomain 'nationalgeographic.org' with mean price 6.3, 1 impressions of adomain 'natrol.com' with mean price 0.6, 2 impressions of adomain 'navy.com' with mean price 0.2, 1 impressions of adomain 'nestle-watersna.com' with mean price 0.1, 3 impressions of adomain 'nestleusa.com' with mean price 0.1, 2 impressions of adomain 'newchapter.com' with mean price 0.2, 1 impressions of adomain 'numbersdontliekc.com' with mean price 0.2, 4 impressions of adomain 'nutrafol.com' with mean price 0.1, 31 impressions of adomain 'nwahba.com' with mean price 0.5, 8 impressions of adomain 'oaklawn.com' with mean price 0.7, 2 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'oldspice.com' with mean price 0.6, 1 impressions of adomain 'olly.com' with mean price 0.1, 10 impressions of adomain 'onceuponachild.com' with mean price 0.8, 1 impressions of adomain 'oneaday.com' with mean price 0.1, 4 impressions of adomain 'orgain.com' with mean price 0.2, 2 impressions of adomain 'orgovyx.com' with mean price 0.1, 1 impressions of adomain 'ozk.com' with mean price 0.1, 1 impressions of adomain 'palladiumhotelgroup.com' with mean price 0.1, 1 impressions of adomain 'palmers.com' with mean price 0.1, 7 impressions of adomain 'pandaexpress.com' with mean price 0.1, 3 impressions of adomain 'paramount.com' with mean price 0.9, 2 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'patagonia.com' with mean price 0.1, 3 impressions of adomain 'paypal.com' with mean price 0.7, 1 impressions of adomain 'peacocktv.com' with mean price 0.3, 5 impressions of adomain 'philips.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 5 impressions of adomain 'playtowingames.net' with mean price 7.8, 1 impressions of adomain 'plumbingnwa.com' with mean price 0.7, 7 impressions of adomain 'poise.com' with mean price 0.1, 4 impressions of adomain 'powerstop.com' with mean price 0.1, 1 impressions of adomain 'prettylitter.com' with mean price 0.4, 1 impressions of adomain 'prilosecotc.com' with mean price 0.4, 13 impressions of adomain 'progressive.com' with mean price 0.1, 2 impressions of adomain 'pull-ups.com' with mean price 0.1, 2 impressions of adomain 'pumpsupermarket.com' with mean price 0.1, 1 impressions of adomain 'purina.com' with mean price 0.1, 5 impressions of adomain 'regeneron.com' with mean price 0.1, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.5, 1 impressions of adomain 'sakrete.com' with mean price 0.9, 2 impressions of adomain 'samsclub.com' with mean price 0.5, 5 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'sanofi.com' with mean price 0.5, 2 impressions of adomain 'santanderus.com' with mean price 0.1, 1 impressions of adomain 'schiffvitamins.com' with mean price 0.6, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.1, 2 impressions of adomain 'scooterscoffee.com' with mean price 0.2, 1 impressions of adomain 'scottbrand.com' with mean price 0.6, 1 impressions of adomain 'secret.com' with mean price 0.2, 1 impressions of adomain 'shipt.com' with mean price 0.2, 6 impressions of adomain 'simpli-home.com' with mean price 0.1, 10 impressions of adomain 'southland.betly.com' with mean price 2.5, 1 impressions of adomain 'southwest.com' with mean price 0.1, 15 impressions of adomain 'spectrum.com' with mean price 0.2, 4 impressions of adomain 'spectrumretirement.com' with mean price 1.0, 10 impressions of adomain 'starbucks.com' with mean price 0.3, 1 impressions of adomain 'stonyfield.com' with mean price 0.5, 23 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'super-savings-online.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 4 impressions of adomain 'surveymonkey.com' with mean price 0.1, 1 impressions of adomain 'surya.com' with mean price 0.1, 2 impressions of adomain 'tacos4life.com' with mean price 1.5, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'thermos.com' with mean price 0.2, 1 impressions of adomain 'thetradedesk.com' with mean price 0.1, 3 impressions of adomain 'thomsonreuters.com' with mean price 1.2, 3 impressions of adomain 'tiktok.com' with mean price 1.6, 2 impressions of adomain 'tjx.com' with mean price 0.1, 1 impressions of adomain 'torkusa.com' with mean price 0.1, 1 impressions of adomain 'toyota.com' with mean price 0.1, 2 impressions of adomain 'ubykotex.com' with mean price 0.5, 1 impressions of adomain 'underdogfantasy.com' with mean price 0.8, 1 impressions of adomain 'velphoro.us' with mean price 0.1, 1 impressions of adomain 'viceroyhotelsandresorts.com' with mean price 0.2, 9 impressions of adomain 'vicks.com' with mean price 0.5, 6 impressions of adomain 'vonage.com' with mean price 0.2, 9 impressions of adomain 'vrbo.com' with mean price 0.2, 26 impressions of adomain 'walmart.com' with mean price 0.1, 2 impressions of adomain 'whatisshingles.com' with mean price 0.1, 1 impressions of adomain 'wickedwatch.ch' with mean price 0.1, 11 impressions of adomain 'wkkellogg.com' with mean price 0.2, 14 impressions of adomain 'xyzal.com' with mean price 0.3, 1 impressions of adomain 'zscaler.com' with mean price 0.7; 8 sessions in app 'com.easybrain.word.puzzle.game', 1186 ad_requests with mean bid_floor 15.6, 48 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'allstate.com' with mean price 0.7, 1 impressions of adomain 'bayer.com' with mean price 0.7, 3 impressions of adomain 'dollargeneral.com' with mean price 0.2, 2 impressions of adomain 'exploreminnesota.com' with mean price 0.4, 2 impressions of adomain 'fbfs.com' with mean price 0.7, 1 impressions of adomain 'huggies.com' with mean price 0.1, 2 impressions of adomain 'jazzpharma.com' with mean price 0.2, 1 impressions of adomain 'jcpenny.com' with mean price 0.1, 5 impressions of adomain 'jobsohio.com' with mean price 0.2, 1 impressions of adomain 'kcscholars.org' with mean price 0.6, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 2 impressions of adomain 'kumed.com' with mean price 0.2, 3 impressions of adomain 'lacteol.com' with mean price 0.1, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 2 impressions of adomain 'oaklawn.com' with mean price 0.8, 1 impressions of adomain 'orgovyx.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 3 impressions of adomain 'playtowingames.net' with mean price 11.6, 1 clicks of adomain 'playtowingames.net', 1 impressions of adomain 'samsung.com' with mean price 0.1, 1 clicks of adomain 'southland.betly.com', 1 impressions of adomain 'southland.betly.com' with mean price 20.4, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 1 impressions of adomain 'ultimahealth.com' with mean price 0.1, 1 impressions of adomain 'vicks.com' with mean price 0.5, 3 impressions of adomain 'walmart.com' with mean price 0.3, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'xifaxan.com' with mean price 0.7; 1 sessions in app 'com.fbig.words', 35 ad_requests with mean bid_floor 49.5; 6 sessions in app 'com.fiogonia.dominoes', 18 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.fiogonia.gin', 12 ad_requests with mean bid_floor 24.2; 11 sessions in app 'com.fugo.wow', 580 ad_requests with mean bid_floor 10.9, 1 impressions of adomain 'bridgewater.com' with mean price 0.7, 1 clicks of adomain 'chumbacasino.com', 3 impressions of adomain 'chumbacasino.com' with mean price 0.4, 2 impressions of adomain 'lundbeck.com' with mean price 0.9, 5 impressions of adomain 'mouser.com' with mean price 0.7, 1 impressions of adomain 'oaklawn.com' with mean price 1.6, 2 impressions of adomain 'popeyes.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.2, 6 impressions of adomain 'walmart.com' with mean price 0.7; 7 sessions in app 'com.fugo.wowzen', 138 ad_requests with mean bid_floor 4.5, 3 impressions of adomain 'hulu.com' with mean price 0.5, 1 impressions of adomain 'walmart.com' with mean price 0.4; 24 sessions in app 'com.hbwares.wordfeud.free', 705 ad_requests with mean bid_floor 36.5; 1 sessions in app 'com.iscoolentertainment.snc', 3 ad_requests with mean bid_floor 3.1; 113 sessions in app 'com.kiaora.dominoes', 8116 ad_requests with mean bid_floor 47.1; 2 sessions in app 'com.mobilityware.CrazyEights', 65 ad_requests with mean bid_floor 40.8; 1 sessions in app 'com.oakgames.wordgame', 6 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.openmygame.magicwordsearch', 63 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.otium.solitaire.classic.card.game', 28 ad_requests with mean bid_floor 42.6; 3 sessions in app 'com.peoplefun.wordcross', 221 ad_requests with mean bid_floor 9.0, 19 impressions of adomain 'bridgewater.com' with mean price 1.1, 4 impressions of adomain 'cox.com' with mean price 1.1, 1 impressions of adomain 'info.nu.edu' with mean price 1.0, 1 impressions of adomain 'kohler.com' with mean price 0.1, 1 impressions of adomain 'medallionclassmarket.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.2; 1 sessions in app 'com.platinumplayer.word.addict', 44 ad_requests with mean bid_floor 17.6, 1 impressions of adomain 'newpub.co' with mean price 123.5; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 5.1; 6 sessions in app 'com.tripledot.solitaire', 11 ad_requests with mean bid_floor 6.8; 1 sessions in app 'com.tripledot.spades', 13 ad_requests with mean bid_floor 17.4; 5 sessions in app 'com.tripledot.woodoku', 17 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.zynga.backgammonplus', 10 ad_requests with mean bid_floor 30.9; 1 sessions in app 'com.zynga.words3', 135 ad_requests with mean bid_floor 14.9; 1 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 42 ad_requests with mean bid_floor 2.7; 1 sessions in app 'in.playsimple.tripcross', 35 ad_requests with mean bid_floor 3.6; 15 sessions in app 'in.playsimple.wordtrip', 112 ad_requests with mean bid_floor 12.3; 1 sessions in app 'se.maginteractive.worddomination', 4 ad_requests with mean bid_floor 5.3; 21 sessions in app 'solitaire.puzzlemaker.solitaire.klondike.cardgame.patience', 321 ad_requests with mean bid_floor 32.7; 7 sessions in app 'words.puzzle.wordgame.free.connect', 358 ad_requests with mean bid_floor 45.3, 1 impressions of adomain 'culturelle.com' with mean price 0.4, 1 impressions of adomain 'learnings.ai' with mean price 0.3, 1 impressions of adomain 'playsimple.in' with mean price 0.3, 1 impressions of adomain 'spinxgames.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-13 14:01:28;time_since_impression_in_hours is 1;channel is 'USA/V/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 1;fast_imp_12h is 3;fast_click_2h is 2;rnd is 0.410052445094259;partition is 3332;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.block.juggle_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.block.juggle_Android_CPA(af_app_opened)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spidersolitaire_Android_CPA(dc_40GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'beetles.puzzle.solitaire_apps_embeddings_similarity' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_100k' 'com.Eventyr.WS_apps_embeddings_similarity' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'db9714c9-1375-4c03-b309-03f898094c32;'uuid is '3e0d757f-32d8-4018-9d68-ad8f549205ae';bid_timestamp is '2025-01-14 0:30:14';device_id is 'db9714c9-1375-4c03-b309-03f898094c32';biddate is '2025-01-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'ironsource';raw_price is 21.1617704408514;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 4.732143;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 8299 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.21;prior_theme_impressions_count is 8;prior_tag_clicks_count is 6 ;time_since_click is '221639';hour is '2025-01-14 00:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'G15147002586', 0 ad_requests with mean bid_floor 0.0; 27 sessions in app 'com.blackout.spades', 3394 ad_requests with mean bid_floor 38.3, 1 clicks of adomain 'amazon.com', 8 impressions of adomain 'amazon.com' with mean price 1.3, 1 impressions of adomain 'att.com' with mean price 0.9, 1 impressions of adomain 'nclhltd.com' with mean price 1.3, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 20.0, 1 impressions of adomain 'nutrafol.com' with mean price 1.0, 2 impressions of adomain 'offerhives.com' with mean price 0.7, 1 impressions of adomain 'premierprotein.com' with mean price 1.0; 2 sessions in app 'com.fiogonia.spades', 19 ad_requests with mean bid_floor 7.7; 4 sessions in app 'com.newpubco.spades', 229 ad_requests with mean bid_floor 15.9, 3 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'hardrock.com' with mean price 0.5, 1 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 1.7; 1 sessions in app 'com.vitastudio.mahjong', 18 ad_requests with mean bid_floor 7.6; 1 sessions in app 'gen.tech.impulse.android', 6 ad_requests with mean bid_floor 3.4; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 10.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-14 0:34:28;time_since_impression_in_hours is 2;channel is 'USA/V/ironsource/com.blackout.spades/False/137';time_since_click_in_hours is 62;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.576253041320956;partition is 282;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'embeddings_centroid_similarity_wordmakers_installs' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'similar_categories_installed_newpubco_klondikesolitaire' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_50)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_7d' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_50)_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'cb51974f-17f9-43e7-96a4-5e8cb9d7d77b;'uuid is '3dcaae12-4167-4aa1-b8d8-6c6b7d72696a';bid_timestamp is '2025-01-06 16:18:39';device_id is 'cb51974f-17f9-43e7-96a4-5e8cb9d7d77b';biddate is '2025-01-06';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 95.2585272586777;target_cpi is 3.47984791184333;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 9 ;time_since_impression is 1095718 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.95;prior_theme_impressions_count is 9;prior_tag_clicks_count is 7 ;time_since_click is '1095714';hour is '2025-01-06 16:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '22 sessions in app 'com.blackout.spades', 787 ad_requests with mean bid_floor 39.8, 7 impressions of adomain 'amazon.com' with mean price 1.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'freestylelibre.us' with mean price 0.2, 1 impressions of adomain 'naturesbakery.com' with mean price 0.4, 1 impressions of adomain 'nulo.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.8, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 3 impressions of adomain 'progressivecommercial.com' with mean price 1.5, 1 impressions of adomain 'rocketmortgage.com' with mean price 1.6, 2 impressions of adomain 'samsung.com' with mean price 1.3, 1 clicks of adomain 'temu.com', 16 impressions of adomain 'temu.com' with mean price 71.8; 1 sessions in app 'com.easybrain.art.puzzle', 141 ad_requests with mean bid_floor 11.9, 2 impressions of adomain '3m.com' with mean price 0.3, 4 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'florastor.com' with mean price 0.3, 3 impressions of adomain 'google.com' with mean price 0.4, 1 impressions of adomain 'gurugame.ai' with mean price 0.8, 1 impressions of adomain 'huggies.com' with mean price 0.3, 1 impressions of adomain 'mo.gov' with mean price 0.6, 1 impressions of adomain 'one1brands.com' with mean price 0.3, 6 impressions of adomain 'progressive.com' with mean price 0.6, 1 impressions of adomain 'renewalbyandersen.com' with mean price 0.3, 1 impressions of adomain 'target.com' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'com.greyfun.card.solitaire.classic', 8 ad_requests with mean bid_floor 3.9; 2 sessions in app 'com.unicostudio.braintest', 24 ad_requests with mean bid_floor 1.5; 24 sessions in app 'com.wildcard.blackjack', 311 ad_requests with mean bid_floor 63.5; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45664.7228356482;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-06 16:26:34;time_since_impression_in_hours is 304;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 304;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.818822911645337;partition is 1078;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd59786c3-2cc4-448a-8e74-8f76e1baecb0;'uuid is '59729d0b-7e22-4d2b-b809-0c2424dfa4fe';bid_timestamp is '2025-01-09 14:23:48';device_id is 'd59786c3-2cc4-448a-8e74-8f76e1baecb0';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 191.470521903732;target_cpi is 2.36475820216594;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 251363 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.21;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '251472';hour is '2025-01-09 14:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.DesireGame.BridgeRunnerRush3D', 8 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.DifLabs.Differences', 7 ad_requests with mean bid_floor 82.5; 3 sessions in app 'com.Polystation.BuildABabe', 44 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'traxlerchiro.com' with mean price 1.1; 1 sessions in app 'com.Skillbuilder.bubbleshooter', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.Survival.Escape.Challenge', 4 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.abi.busjam.sortpuzzle', 54 ad_requests with mean bid_floor 4.1, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'oatly.com' with mean price 0.8, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4; 3 sessions in app 'com.avast.android.mobilesecurity', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.beat.cat.dancing.hop.tiles.music.game', 8 ad_requests with mean bid_floor 2.6; 5 sessions in app 'com.blackout.spades', 133 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.boba.tea.diy.dream.game', 5 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.crazylabs.monster.high', 16 ad_requests with mean bid_floor 44.1; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 5 ad_requests with mean bid_floor 0.1; 2 sessions in app 'com.fuzzymobilegames.spades', 58 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.marketer.greenpass', 18 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.marketer.reserverdeals', 15 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.meeseva.bazaar', 8 ad_requests with mean bid_floor 1.4; 12 sessions in app 'com.newpubco.spades', 554 ad_requests with mean bid_floor 18.6, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 clicks of adomain 'arizonags.com', 2 impressions of adomain 'arizonags.com' with mean price 58.2, 3 impressions of adomain 'att.com' with mean price 0.8, 2 impressions of adomain 'chevrolet.com' with mean price 0.5, 24 impressions of adomain 'chumbacasino.com' with mean price 0.7, 1 impressions of adomain 'coca-cola.com' with mean price 0.5, 1 impressions of adomain 'crest.com' with mean price 0.8, 2 impressions of adomain 'depend.com' with mean price 0.7, 53 impressions of adomain 'globalpoker.com' with mean price 0.6, 6 impressions of adomain 'goodnes.com' with mean price 0.8, 1 impressions of adomain 'jhm.org' with mean price 1.5, 22 impressions of adomain 'luckylandslots.com' with mean price 0.7, 1 impressions of adomain 'metamucil.com' with mean price 1.9, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.7, 1 impressions of adomain 'pacapts.com' with mean price 0.7, 5 impressions of adomain 'paxlovid.com' with mean price 0.9, 1 impressions of adomain 'paypal.com' with mean price 2.4, 7 impressions of adomain 'playtika.com' with mean price 1.0, 1 impressions of adomain 'rosettastone.com' with mean price 0.5, 2 impressions of adomain 'samsclub.com' with mean price 0.6, 12 impressions of adomain 'subaru.com' with mean price 1.0, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'wkkellogg.com' with mean price 0.5; 1 sessions in app 'com.outfit7.mytalkingangela2', 2 ad_requests with mean bid_floor 38.7; 1 sessions in app 'com.prison.run.master.survival.challenge', 5 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.qidafcl.sl054', 3 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.veraxen.goodssort', 22 ad_requests with mean bid_floor 4.7; 2 sessions in app 'com.yolo.hiddenobjects', 13 ad_requests with mean bid_floor 1.6; 6 sessions in app 'games.elia.peoplesay', 14 ad_requests with mean bid_floor 0.0; 3 sessions in app 'kjv.bible.kingjamesbible', 57 ad_requests with mean bid_floor 25.9; 1 sessions in app 'net.peakgames.amy', 7 ad_requests with mean bid_floor 4.6; 1 sessions in app 'net.peakgames.mobile.spades.android', 10 ad_requests with mean bid_floor 23.3';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-17 20:07:44;dc_15roundended_before_d8_timestamp is 45671.7591319445;ag_retention_d1_timestamp is 2025-01-09 15:15:24;0_timestamp is 2025-01-09 15:15:24;time_since_impression_in_hours is 69;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 70;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.369533495660422;partition is 328;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_apps_embeddings_similarity' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(ag_retention_d7)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '887d082a-c47f-491b-a8e7-9f358af2e370;'uuid is '4fe05cdb-f479-4fbc-8925-03df5076c0fe';bid_timestamp is '2025-01-19 23:00:03';device_id is '887d082a-c47f-491b-a8e7-9f358af2e370';biddate is '2025-01-19';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 24.173387486732;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 5.2 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 115248 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.7;prior_theme_impressions_count is 8;prior_tag_clicks_count is 5 ;time_since_click is '525920';hour is '2025-01-19 23:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'co.aviagames.mtp.billiards.samsung', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'color.match.line.connect.brain.puzzle', 12 ad_requests with mean bid_floor 50.9; 1 sessions in app 'com.SPSoftwareProductions.UnlimitedBowling', 1 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.allenmm.archery', 7 ad_requests with mean bid_floor 10.1; 1 sessions in app 'com.animal.hunting.sniper.match', 7 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.big.vendetta', 10 ad_requests with mean bid_floor 7.2; 2 sessions in app 'com.bowling.club', 72 ad_requests with mean bid_floor 395.4; 1 sessions in app 'com.crazylabs.fashion.squad', 16 ad_requests with mean bid_floor 207.8; 1 sessions in app 'com.document.tools.all', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fashion.doll.dress.up.games', 7 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.fiogonia.spades', 5 ad_requests with mean bid_floor 12.6; 69 sessions in app 'com.games2win.weddingdressup', 8568 ad_requests with mean bid_floor 63.5, 11 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'callapp.com' with mean price 0.1, 4 impressions of adomain 'cusocal.org' with mean price 0.5, 3 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'exmox.com' with mean price 0.2, 1 impressions of adomain 'facebook.com' with mean price 0.2, 3 impressions of adomain 'flixchatter.net' with mean price 0.3, 4 impressions of adomain 'justdice.io' with mean price 0.1, 1 impressions of adomain 'kidultlovin.com' with mean price 0.0, 1 impressions of adomain 'livenation.com' with mean price 0.2, 2 impressions of adomain 'mobilesafetytech.com' with mean price 2.8, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 1 impressions of adomain 'newbalance.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'unitedhealthgroup.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'com.gofiveglobal.fashion.dress.up', 3 ad_requests with mean bid_floor 0.0; 8 sessions in app 'com.greatgames.shootinghero.archery.bow.king.arrow.target', 49 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.imbagame.shootingpool', 7 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.kamagames.blackjack', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.kamagames.roulettist', 30 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.ksgmobileinc.lobstermaniaslots', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.leftover.CoinDozer', 10 ad_requests with mean bid_floor 146.7; 61 sessions in app 'com.mobilityware.CrazyEights', 6038 ad_requests with mean bid_floor 38.1, 3 impressions of adomain '9snail.com' with mean price 0.1, 1 impressions of adomain 'adobe.com' with mean price 0.1, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 56 impressions of adomain 'amazon.com' with mean price 0.1, 11 impressions of adomain 'audible.com' with mean price 0.1, 1 impressions of adomain 'barstoolsportsbook.com' with mean price 0.1, 4 impressions of adomain 'bbumgames.com' with mean price 4.0, 1 impressions of adomain 'benjaminone.com' with mean price 0.1, 5 impressions of adomain 'bidease.com' with mean price 0.2, 1 impressions of adomain 'bushbeans.com' with mean price 0.6, 7 impressions of adomain 'carnival.com' with mean price 0.2, 15 impressions of adomain 'chumbacasino.com' with mean price 0.1, 3 impressions of adomain 'communitycoffee.com' with mean price 0.1, 1 impressions of adomain 'crest.com' with mean price 0.5, 1 impressions of adomain 'cusocal.org' with mean price 0.6, 15 impressions of adomain 'dickssportinggoods.com' with mean price 0.2, 1 impressions of adomain 'directv.com' with mean price 0.1, 1 impressions of adomain 'doc-hosting.flycricket.io' with mean price 9.7, 1 impressions of adomain 'dollargeneral.com' with mean price 0.1, 5 impressions of adomain 'doordash.com' with mean price 0.1, 6 impressions of adomain 'dove.com' with mean price 0.3, 6 impressions of adomain 'exmox.com' with mean price 0.1, 12 impressions of adomain 'experian.com' with mean price 0.1, 1 impressions of adomain 'fishandboat.com' with mean price 0.6, 3 impressions of adomain 'freecash.com' with mean price 0.1, 1 impressions of adomain 'freestylelibre.us' with mean price 0.1, 1 impressions of adomain 'gameart-alaamohamed.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.3, 2 impressions of adomain 'haggar.com' with mean price 0.1, 1 impressions of adomain 'hologic.com' with mean price 1.1, 6 impressions of adomain 'instacart.com' with mean price 0.1, 1 clicks of adomain 'instagram.com', 11 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'jackery.com' with mean price 0.1, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.1, 2 impressions of adomain 'justdice.io' with mean price 0.1, 1 impressions of adomain 'king.com' with mean price 0.2, 9 impressions of adomain 'learnings.ai' with mean price 0.1, 3 impressions of adomain 'lorealparisusa.com' with mean price 0.5, 1 impressions of adomain 'luckylandslots.com' with mean price 0.1, 1 impressions of adomain 'mattel163.com' with mean price 0.1, 8 impressions of adomain 'migraine.com' with mean price 0.9, 1 impressions of adomain 'mintegral.com' with mean price 10.8, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'mustardgamesstudios.com' with mean price 12.6, 1 clicks of adomain 'mustardgamesstudios.com', 1 impressions of adomain 'nclhltd.com' with mean price 1.7, 1 impressions of adomain 'newbalance.com' with mean price 0.6, 3 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 27.8, 13 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'oakevergames.com' with mean price 0.1, 3 impressions of adomain 'openbank.us' with mean price 0.1, 3 impressions of adomain 'openroadlending.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 15 impressions of adomain 'pluto.tv' with mean price 0.1, 2 impressions of adomain 'powerstop.com' with mean price 0.1, 1 clicks of adomain 'productmadness.com', 17 impressions of adomain 'productmadness.com' with mean price 3.9, 3 impressions of adomain 'rewardo.net' with mean price 0.1, 1 impressions of adomain 'rovio.com' with mean price 0.1, 1 impressions of adomain 'ruralmedicalservices.org' with mean price 0.1, 4 impressions of adomain 'sanofi.com' with mean price 0.5, 2 impressions of adomain 'santanderus.com' with mean price 0.1, 1 impressions of adomain 'scientificgames.com' with mean price 8.6, 2 impressions of adomain 'scopely.com' with mean price 0.1, 2 impressions of adomain 'sharecare.com' with mean price 0.6, 3 impressions of adomain 'simplebro.co' with mean price 0.1, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'sleeper.com' with mean price 0.6, 7 impressions of adomain 'sonypictures.com' with mean price 0.5, 1 clicks of adomain 'speedcash.com', 1 impressions of adomain 'speedcash.com' with mean price 0.1, 1 impressions of adomain 'starz.com' with mean price 0.1, 6 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 1 impressions of adomain 'themintgaming.com' with mean price 0.1, 1 impressions of adomain 'thumbage.co.kr' with mean price 0.1, 4 impressions of adomain 'tiktok.com' with mean price 1.8, 2 impressions of adomain 'valhalla-survival.com' with mean price 0.2, 1 clicks of adomain 'valhalla-survival.com', 1 impressions of adomain 'vicks.com' with mean price 0.8, 2 impressions of adomain 'vw.com' with mean price 0.1, 1 impressions of adomain 'vwpuentehills.com' with mean price 0.1, 6 impressions of adomain 'walgreens.com' with mean price 1.0, 3 impressions of adomain 'wawa.com' with mean price 0.2, 14 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wurl.com' with mean price 0.5, 1 clicks of adomain 'wurl.com', 9 impressions of adomain 'youyungames.com' with mean price 0.1, 12 impressions of adomain 'zynga.com' with mean price 0.2; 1 sessions in app 'com.newpubco.spades', 21 ad_requests with mean bid_floor 10.7, 1 impressions of adomain 'cusocal.org' with mean price 0.7, 1 impressions of adomain 'smfc.coop' with mean price 1.0; 1 sessions in app 'com.nexelon.bowlingclub', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.numbergames.linked2248.tile.numberpuzzle2048', 5 ad_requests with mean bid_floor 2.1; 5 sessions in app 'com.owmc.canaljamtrafficescape', 70 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 3.9; 32 sessions in app 'com.pnixgames.golfkingwt', 132 ad_requests with mean bid_floor 78.0; 1 sessions in app 'com.puzzle.traffic.escape.car', 9 ad_requests with mean bid_floor 1.5; 14 sessions in app 'com.qs.pool', 33 ad_requests with mean bid_floor 19.1; 1 sessions in app 'com.rolling.ball.sky.escape', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.square_enix.pool', 13 ad_requests with mean bid_floor 7.6; 2 sessions in app 'com.tarboosh.collectemall', 48 ad_requests with mean bid_floor 4.9; 23 sessions in app 'com.tetrox.bowl', 114 ad_requests with mean bid_floor 74.2; 2 sessions in app 'com.tng.wha', 39 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.tripledot.woodoku', 32 ad_requests with mean bid_floor 11.9; 1 sessions in app 'com.whhifztfsc.chldzzrrqp', 6 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.xiuyou.DroneAttack', 3 ad_requests with mean bid_floor 43.3; 1 sessions in app 'com.zcmxd.pokergaga', 1 ad_requests with mean bid_floor 102.7; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 9.5; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 5.6; 5 sessions in app 'in.playsimple.wordtrip', 43 ad_requests with mean bid_floor 11.7; 2 sessions in app 'loppipoppi.numbermatch', 25 ad_requests with mean bid_floor 7.6, 1 impressions of adomain 'goldbond.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.5; 29 sessions in app 'net.wooga.junes_journey_hidden_object_mystery_game', 640 ad_requests with mean bid_floor 66.3; 1 sessions in app 'slingshot.building.destroy', 4 ad_requests with mean bid_floor 17.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-19 23:02:47;time_since_impression_in_hours is 32;channel is 'USA/I/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 146;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.273412689830958;partition is 336;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.block.juggle_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_100k' 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'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.pieyel.scrabble_apps_embeddings_similarity' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 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'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 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},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '68eb26cd-fd4f-4e06-9795-b1f5792c14f0;'uuid is '70fc852f-ab96-4df4-ba02-bfef382eaf49';bid_timestamp is '2025-01-03 20:41:36';device_id is '68eb26cd-fd4f-4e06-9795-b1f5792c14f0';biddate is '2025-01-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 18.3309751041795;target_cpi is 1.19126439473477;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 1184930 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.29;prior_theme_impressions_count is 5;prior_tag_clicks_count is 5 ;time_since_click is '1184927';hour is '2025-01-03 20:00:00+00:00';day_of_week is '4';os_version is 10;user_behavior_stats_in_past is '91 sessions in app 'com.blackout.spades', 14046 ad_requests with mean bid_floor 15.5, 1 impressions of adomain 'admile.com' with mean price 0.2, 1 impressions of adomain 'alkaseltzerplus.com' with mean price 0.2, 58 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'amcplus.com' with mean price 0.2, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.4, 1 impressions of adomain 'bcbsprovidersettlement.com' with mean price 0.7, 4 impressions of adomain 'bemismfg.com' with mean price 0.3, 1 impressions of adomain 'biotechdonedifferently.com' with mean price 0.3, 1 impressions of adomain 'bitdefender.com' with mean price 0.2, 1 impressions of adomain 'butterballfoodservice.com' with mean price 0.6, 1 impressions of adomain 'claritin.com' with mean price 0.7, 4 impressions of adomain 'clorox.com' with mean price 0.2, 12 impressions of adomain 'coldstonecreamery.com' with mean price 1.2, 2 impressions of adomain 'combatbugs.com' with mean price 0.2, 3 impressions of adomain 'covergirl.com' with mean price 0.2, 2 impressions of adomain 'cslplasma.com' with mean price 0.5, 1 impressions of adomain 'dairyqueen.com' with mean price 0.1, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discoverpuertorico.com' with mean price 0.2, 1 impressions of adomain 'disney.com' with mean price 0.4, 16 impressions of adomain 'disneyplus.com' with mean price 0.4, 3 impressions of adomain 'drreddys.com' with mean price 0.2, 1 impressions of adomain 'ehy.com' with mean price 0.6, 2 impressions of adomain 'enradius.com' with mean price 0.4, 1 impressions of adomain 'ensure.com' with mean price 0.2, 2 impressions of adomain 'epson.com' with mean price 0.1, 2 impressions of adomain 'fanniemae.com' with mean price 0.5, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'fruit-gaming.com' with mean price 0.0, 1 impressions of adomain 'glory-global.com' with mean price 0.7, 1 impressions of adomain 'gojo.com' with mean price 0.2, 7 impressions of adomain 'harboreast.com' with mean price 0.2, 1 impressions of adomain 'healthanddv.org' with mean price 0.2, 9 impressions of adomain 'hillspet.com' with mean price 0.2, 2 impressions of adomain 'instagram.com' with mean price 0.2, 2 impressions of adomain 'kelloggs.com' with mean price 1.1, 12 impressions of adomain 'king.com' with mean price 9.2, 1 clicks of adomain 'king.com', 2 impressions of adomain 'la-z-boy.com' with mean price 0.3, 1 impressions of adomain 'lacteol.com' with mean price 0.2, 1 impressions of adomain 'libertypizzaandsubsmd.com' with mean price 0.5, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 2 impressions of adomain 'marcus.com' with mean price 0.1, 3 impressions of adomain 'mcdonalds.com' with mean price 0.1, 1 impressions of adomain 'mdcrimevictims.org' with mean price 0.2, 12 impressions of adomain 'mecu.com' with mean price 0.2, 2 impressions of adomain 'milanlaser.com' with mean price 0.3, 4 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'mrmandp.com' with mean price 1.9, 2 impressions of adomain 'narcan.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 1 impressions of adomain 'nordvpn.com' with mean price 0.3, 13 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'ordercoldstone.com' with mean price 1.3, 1 impressions of adomain 'orgain.com' with mean price 0.4, 14 impressions of adomain 'padutchmarketcockeysville.com' with mean price 0.2, 7 impressions of adomain 'papajohns.com' with mean price 0.4, 5 impressions of adomain 'paramountplus.com' with mean price 0.4, 3 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'petiq.com' with mean price 0.2, 11 impressions of adomain 'philips.com' with mean price 0.3, 2 impressions of adomain 'poise.com' with mean price 0.2, 2 impressions of adomain 'proof-advertising.com' with mean price 0.2, 1 impressions of adomain 'redcross.org' with mean price 0.5, 2 impressions of adomain 'schwarzkopf.com' with mean price 0.3, 4 impressions of adomain 'secumd.org' with mean price 0.2, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.4, 1 impressions of adomain 'shoreunitedbank.com' with mean price 0.4, 1 impressions of adomain 'sleepnumber.com' with mean price 0.2, 2 impressions of adomain 'southwest.com' with mean price 0.2, 3 impressions of adomain 'springwellseniorliving.com' with mean price 3.2, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 2 impressions of adomain 'starz.com' with mean price 0.4, 17 impressions of adomain 'target.com' with mean price 0.2, 2 impressions of adomain 'thebankofglenburnie.com' with mean price 0.2, 1 impressions of adomain 'torkusa.com' with mean price 0.3, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.0, 14 impressions of adomain 'umms.org' with mean price 0.5, 3 impressions of adomain 'unicycive.com' with mean price 0.2, 1 impressions of adomain 'uwcm.org' with mean price 0.7, 5 impressions of adomain 'vagaro.com' with mean price 0.2, 1 impressions of adomain 'vespyrbrands.com' with mean price 0.2, 2 impressions of adomain 'walmart.com' with mean price 0.0, 1 impressions of adomain 'webmd.com' with mean price 0.2, 2 impressions of adomain 'whimzees.com' with mean price 0.2, 1 impressions of adomain 'wipfli.com' with mean price 2.6, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 230 sessions in app 'com.metropcs.metrozone', 1500 ad_requests with mean bid_floor 97.1; 1 sessions in app 'com.newpubco.spades', 219 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'airproducts.com' with mean price 0.6, 1 clicks of adomain 'bestnutrainc.com', 1 impressions of adomain 'bestnutrainc.com' with mean price 8.3, 1 impressions of adomain 'bounty.com' with mean price 4.6, 1 impressions of adomain 'chenegamios.com' with mean price 0.9, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.8, 1 impressions of adomain 'dollargeneral.com' with mean price 0.9, 1 impressions of adomain 'goodnes.com' with mean price 1.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'prilosecotc.com' with mean price 0.6, 3 impressions of adomain 'progressive.com' with mean price 0.6, 1 impressions of adomain 'salequick.com' with mean price 0.6, 2 impressions of adomain 'secret.com' with mean price 5.4, 1 impressions of adomain 'springwellseniorliving.com' with mean price 3.0, 2 impressions of adomain 'subaru.com' with mean price 0.7, 6 impressions of adomain 'vicks.com' with mean price 0.9, 3 impressions of adomain 'xifaxan.com' with mean price 0.7; 2 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 2.7; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 2.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 20:48:28;time_since_impression_in_hours is 329;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 329;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.519799349595099;partition is 2081;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '066e034d-9f88-4c19-8cc7-59be19b3f85c;'uuid is '59d8be29-ef11-4182-abd8-fe76ab1f43b1';bid_timestamp is '2024-12-15 2:51:11';device_id is '066e034d-9f88-4c19-8cc7-59be19b3f85c';biddate is '2024-12-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 63.1399986578234;target_cpi is 4;campaign is 57526;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 42.4;placement_historical_value is 60.779103;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 31367200 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.33;prior_theme_impressions_count is 12;prior_tag_clicks_count is 6 ;time_since_click is '31367198';hour is '2024-12-15 02:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 1 ad_requests with mean bid_floor 0.0; 18 sessions in app 'com.DgnGames.OldVegasSlots', 19 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.backupgames.formula.racing.top.speed.classic.vertigo.vintage.f1', 1 ad_requests with mean bid_floor 0.0; 20 sessions in app 'com.blackout.spades', 749 ad_requests with mean bid_floor 9.1, 3 impressions of adomain 'temu.com' with mean price 7.0; 1 sessions in app 'com.cdtg.monster.story', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.chillingo.robberybobfree.android.row', 5 ad_requests with mean bid_floor 10.1; 9 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 64 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.dancing.road.kpop', 1 ad_requests with mean bid_floor 0.0; 15 sessions in app 'com.duty.deviceclean.phonesto', 98 ad_requests with mean bid_floor 5.3; 11 sessions in app 'com.filemanager.quickly.mster', 60 ad_requests with mean bid_floor 5.2; 14 sessions in app 'com.fileorganizer.cabinet.efficient', 96 ad_requests with mean bid_floor 5.3; 6 sessions in app 'com.findmyphone.mobile.radar', 68 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.gezellig.roadcrash', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.manboker.headportrait', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.oxiwyle.kievanrus', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 3 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.snapqr.scanmaster.qrcode', 88 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.tripledot.lucky.tiles', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 11.4; 2 sessions in app 'com.youchen.FullSpeedAhead', 64 ad_requests with mean bid_floor 13.0; 1 sessions in app 'free.os.jump.superbros.adventure.world', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'in.playsimple.wordtrip', 15 ad_requests with mean bid_floor 16.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-15 2:57:16;time_since_impression_in_hours is 8713;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 8713;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.877796180250237;partition is 58;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'embeddings_centroid_similarity_wordmakers_installs' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.dekovir.wordrift_Android_CPI_abdoul_V3_500k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.dekovir.wordrift_Android_CPA(1776)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.dekovir.wordrift_Android_CPA(1776)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_500k' 'com.block.juggle_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'embeddings_centroid_similarity_klondikesolitaire_installs' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'embeddings_centroid_similarity_installs_1191435163']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is ';'uuid is '99ae0a9e-8d1a-4a09-b99a-fa740efd1561';bid_timestamp is '2025-01-28 19:03:49';device_id is '0a8cd3fc-dc49-464e-8044-7d164a3b7580';biddate is '2025-01-28';country is 'USA';app is 'com.apps.forest';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'bidmachine';raw_price is 0.608087446214495;target_cpi is 1.2;campaign is 58196;creative_id is 229142;session_duration is 0 ;seller_name is 'App World LTD';seller_id is 347;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 2.043176;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 19:00:00+00:00';day_of_week is '1';os_version is 9;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.apps.forest/True/347';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.369574627552104;partition is 58;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4dd53334-3d1c-4284-b125-2d075e15d897;'uuid is 'c1ecfccb-ce99-4bc3-8937-e2fe874ff894';bid_timestamp is '2025-01-27 21:26:11';device_id is '4dd53334-3d1c-4284-b125-2d075e15d897';biddate is '2025-01-27';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 23.0039548929161;target_cpi is 0.577283281607886;campaign is 58068;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 2.1465 ;min_floor is ;bidmachine_placement_value is 353.333333;placement_historical_value is 32.186749;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 21482724 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.17;prior_theme_impressions_count is 10;prior_tag_clicks_count is 1 ;time_since_click is '32640646';hour is '2025-01-27 21:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'bible.trivia.quiz.question.answer.spelling.correct.knowledge.test.game', 7 ad_requests with mean bid_floor 7.3; 9 sessions in app 'com.barkaoui.split.match', 735 ad_requests with mean bid_floor 21.4; 4 sessions in app 'com.bus.fever.car.parking.jam.color.match3d.puzzle.games', 33 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.changdu.mobovideo', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.color.busfrenzy', 15 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'benbridge.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'com.easybrain.art.puzzle', 63 ad_requests with mean bid_floor 21.8; 4 sessions in app 'com.fiogonia.gin', 66 ad_requests with mean bid_floor 10.4; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.gamee.dragon.kingdom.castle.match.story.puzzle', 15 ad_requests with mean bid_floor 10.5; 1 sessions in app 'com.ibooktok.novel', 2 ad_requests with mean bid_floor 7.2; 2 sessions in app 'com.intensedev.classicsolitaire.gp', 101 ad_requests with mean bid_floor 126.4; 13 sessions in app 'com.newleaf.app.android.victor', 574 ad_requests with mean bid_floor 116.3; 9 sessions in app 'com.newpubco.spades', 1086 ad_requests with mean bid_floor 14.9, 1 impressions of adomain '9snail.com' with mean price 0.4, 1 impressions of adomain 'airforce.com' with mean price 0.8, 2 impressions of adomain 'alaska.edu' with mean price 0.8, 15 impressions of adomain 'alaska.gov' with mean price 0.7, 7 impressions of adomain 'alaskacraftbrewandbarleywine.com' with mean price 0.8, 11 impressions of adomain 'alaskaquitline.com' with mean price 1.9, 12 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'amcplus.com' with mean price 0.3, 3 impressions of adomain 'arbys.com' with mean price 0.4, 2 impressions of adomain 'bestbuy.com' with mean price 0.3, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'cobragolf.com' with mean price 0.6, 3 impressions of adomain 'conocophillips.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.1, 4 impressions of adomain 'dhss.alaska.gov' with mean price 0.9, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 9 impressions of adomain 'divotsindoorgolf.com' with mean price 0.3, 1 impressions of adomain 'dramabox.com' with mean price 0.3, 17 impressions of adomain 'facebook.com' with mean price 0.7, 1 impressions of adomain 'google.com' with mean price 0.8, 1 impressions of adomain 'greenpan.us' with mean price 0.7, 6 impressions of adomain 'health.alaska.gov' with mean price 1.8, 1 impressions of adomain 'indeed.com' with mean price 0.2, 7 impressions of adomain 'intuit.com' with mean price 1.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'kenaiwatershed.org' with mean price 0.6, 10 impressions of adomain 'lottoalaska.com' with mean price 0.6, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 2 impressions of adomain 'oakevergames.com' with mean price 0.2, 8 impressions of adomain 'ozempic.com' with mean price 1.6, 7 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 0.4, 2 impressions of adomain 'pluto.tv' with mean price 0.3, 1 impressions of adomain 'providence.org' with mean price 0.1, 1 impressions of adomain 'puffco.com' with mean price 0.8, 1 impressions of adomain 'roundtablepizza.com' with mean price 0.7, 1 impressions of adomain 'scopely.com' with mean price 1.4, 1 impressions of adomain 'starz.com' with mean price 0.2, 1 impressions of adomain 'supertreat.net' with mean price 0.5, 1 impressions of adomain 'tiktok.com' with mean price 0.5, 6 impressions of adomain 'traveltexas.com' with mean price 0.7, 2 impressions of adomain 'turnagainsocialclub.com' with mean price 0.5, 3 impressions of adomain 'walgreens.com' with mean price 1.0, 1 impressions of adomain 'weightwatchers.com' with mean price 1.2; 10 sessions in app 'com.newreading.goodreels', 193 ad_requests with mean bid_floor 2.0, 1 impressions of adomain 'temu.com' with mean price 15.3; 1 sessions in app 'com.puzzle1studio.go.bubblepoporiginpuzzlegame', 12 ad_requests with mean bid_floor 70.2; 1 sessions in app 'com.rjp.diarypro', 4 ad_requests with mean bid_floor 0.0; 30 sessions in app 'com.rnovel.android.app', 427 ad_requests with mean bid_floor 16.4; 5 sessions in app 'com.shorten', 42 ad_requests with mean bid_floor 5.3; 14 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 168 ad_requests with mean bid_floor 3.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 23.0; 1 sessions in app 'live.hitshow.shorttv', 14 ad_requests with mean bid_floor 7.3; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 6.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-27 21:54:31;0_timestamp is 2025-01-27 21:54:31;time_since_impression_in_hours is 5967;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 9067;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.339038439418746;partition is 4052;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_100min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k_frozen' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'e3ed61a7-3c54-4a0a-88c3-4af036196242;'uuid is 'aaf0dcb1-1849-412d-a2af-25f133599873';bid_timestamp is '2025-02-08 22:25:57';device_id is 'e3ed61a7-3c54-4a0a-88c3-4af036196242';biddate is '2025-02-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 72.2496905592083;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 2.19;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-08 22:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.blackout.spades', 18 ad_requests with mean bid_floor 9.8; 4 sessions in app 'com.digitalchemy.calculator.freedecimal', 9 ad_requests with mean bid_floor 213.8; 1 sessions in app 'com.fiogonia.hearts', 10 ad_requests with mean bid_floor 4.0; 3 sessions in app 'com.hyilmaz.hearts', 66 ad_requests with mean bid_floor 2.1; 2 sessions in app 'com.kbible.htimegix', 9 ad_requests with mean bid_floor 84.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 22:30:46;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.741472662663175;partition is 2022;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'bloom_com.blackout.spades_CAN_80' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'bloom_com.blackout.spades_USA_80' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_500k' 'bloom_com.blackout.spades_CAN_95' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2507c6c0-35de-4ac9-8d15-b3c0e9cfba3c;'uuid is '25177f8a-49c7-4f36-b7bb-e5c0ecee2be7';bid_timestamp is '2025-02-08 7:14:31';device_id is '2507c6c0-35de-4ac9-8d15-b3c0e9cfba3c';biddate is '2025-02-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 36.271400210349;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 1 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 21.2;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 4977563 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 2.06;prior_theme_impressions_count is 15;prior_tag_clicks_count is 12 ;time_since_click is '4977547';hour is '2025-02-08 07:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior_stats_in_past is '6 sessions in app 'com.blackout.spades', 622 ad_requests with mean bid_floor 31.7, 2 impressions of adomain 'amazon.com' with mean price 1.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 36.3, 2 impressions of adomain 'nr.edu' with mean price 1.0, 1 impressions of adomain 'vwu.edu' with mean price 1.3; 1 sessions in app 'com.newpubco.spades', 51 ad_requests with mean bid_floor 20.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 7:56:36;time_since_impression_in_hours is 1382;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1383;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.287957499206483;partition is 3874;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.enflick.android.TextNow_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_31_2025' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP_5_AG_100k_01_31_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.enflick.android.TextNow_Android_CPA(session_start)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '03402274-fa59-485a-963f-06375e5ef3c9;'uuid is 'ad9e74ad-8ce1-43ae-b681-437634b69c26';bid_timestamp is '2024-12-28 2:18:46';device_id is '03402274-fa59-485a-963f-06375e5ef3c9';biddate is '2024-12-28';country is 'USA';app is 'com.sport.cornhole';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 58.2253187894821;target_cpi is 2.5;campaign is 57717;creative_id is 228773;session_duration is 0 ;seller_name is 'TapNation MAX';seller_id is 237;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 25.44;placement_historical_value is 33.982557;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 33893617 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.62;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is '33893603';hour is '2024-12-28 02:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'RkKlGCp1RlvgcKCga79AVGWQtyXlrSKiuNrLHCUvdHh2kXPkjQEzb--UDqlNHKdStuT2fEOQChFjlyM3-1xuO_LSbq-Phg5bwxP3hQoRr_M', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'app.animewally.livewallpaper.video.wally.Background', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'co.mobilealchemy.MostLikely', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.RoshanGames.HorseShoe3D', 32 ad_requests with mean bid_floor 3.6; 4 sessions in app 'com.Seriously.BestFiends', 4 ad_requests with mean bid_floor 6.6; 2 sessions in app 'com.akpublish.zombie', 5 ad_requests with mean bid_floor 0.0; 8 sessions in app 'com.aladinfun.piggytravel.android', 35 ad_requests with mean bid_floor 27.4; 2 sessions in app 'com.all.movie.watch.hdmovies.free.moviebox', 5 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.alpaca.spinmaster.coinmaster.spins.coinsrewards', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.amanotes.pamainfinitybounce', 2 ad_requests with mean bid_floor 7.2; 1 sessions in app 'com.bandagames.mpuzzle.gp', 1 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.belkatechnologies.clockmaker', 12 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.blingbling.selead.menzong', 1 ad_requests with mean bid_floor 0.0; 11 sessions in app 'com.bubblepop.cannon.puzzle', 386 ad_requests with mean bid_floor 35.6, 1 impressions of adomain 'henkel-northamerica.com' with mean price 1.3; 2 sessions in app 'com.cannon.shooter.game', 132 ad_requests with mean bid_floor 15.7; 4 sessions in app 'com.cassette.ballsgohigh', 91 ad_requests with mean bid_floor 3.5, 7 impressions of adomain 'cabometyx.com' with mean price 0.5, 1 impressions of adomain 'feel-good-foods.com' with mean price 0.4, 1 impressions of adomain 'franksredhot.com' with mean price 0.6, 1 impressions of adomain 'henkel-northamerica.com' with mean price 1.7, 1 impressions of adomain 'hillspet.com' with mean price 0.6, 1 impressions of adomain 'huggies.com' with mean price 1.1, 2 impressions of adomain 'meiomi.com' with mean price 0.4, 1 impressions of adomain 'mistplay.com' with mean price 0.5, 1 impressions of adomain 'paypal.com' with mean price 1.0, 1 impressions of adomain 'progressive.com' with mean price 0.6, 1 impressions of adomain 'subaru.com' with mean price 0.6, 1 impressions of adomain 'ubykotex.com' with mean price 0.6, 2 impressions of adomain 'vyvgart.com' with mean price 0.7, 3 impressions of adomain 'wawa.com' with mean price 0.6; 1 sessions in app 'com.cover.zombie.fire.shooter', 3 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.doubleu.down.fun.party.casino.games', 1 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.eet.weather.launcher', 7 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 3.8; 31 sessions in app 'com.forever9.spinaspell', 45 ad_requests with mean bid_floor 5.3; 42 sessions in app 'com.forever9.spinaspell.android', 134 ad_requests with mean bid_floor 16.8; 1 sessions in app 'com.gedev.flagstwo', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.generamobile.zhunter.gp', 2 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.gimica.bubblepop', 120 ad_requests with mean bid_floor 77.4, 1 impressions of adomain 'freecash.com' with mean price 0.8; 3 sessions in app 'com.gimica.sugarmatch', 81 ad_requests with mean bid_floor 65.8, 2 impressions of adomain 'justdice.io' with mean price 0.3, 1 impressions of adomain 'mycashery.com' with mean price 0.2; 7 sessions in app 'com.gimica.treasuremaster', 114 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.gworld.crazyspin', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.horus.beach.head', 17 ad_requests with mean bid_floor 39.7; 6 sessions in app 'com.horus.sky.defense', 10 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.hypercarrot.giantrush', 16 ad_requests with mean bid_floor 2.1; 39 sessions in app 'com.innplaylabs.animalkingdomraid', 2980 ad_requests with mean bid_floor 366.3; 161 sessions in app 'com.jellybtn.boardkings', 1084 ad_requests with mean bid_floor 134.0; 7 sessions in app 'com.justplay.app', 40 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.kiloo.subwaysurf', 10 ad_requests with mean bid_floor 190.4; 1 sessions in app 'com.malina.io.age.empire.castle.rpg', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.maxkhalikov.zombieisland', 38 ad_requests with mean bid_floor 7.9; 4 sessions in app 'com.me2zen.tripeaks', 49 ad_requests with mean bid_floor 72.0; 2 sessions in app 'com.mistplay.mistplay', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.moonjoy.cointale', 9 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.newpubco.klondikesolitaire', 8 ad_requests with mean bid_floor 0.3; 2 sessions in app 'com.niklas.fpsdefense', 37 ad_requests with mean bid_floor 12.4; 3 sessions in app 'com.nopact.stuntrails', 5 ad_requests with mean bid_floor 0.0; 15 sessions in app 'com.playtika.boardkings.samsung', 33 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 20.6; 10 sessions in app 'com.pogotech.pogocash', 15 ad_requests with mean bid_floor 4.1; 3 sessions in app 'com.qrcode.quick.scango', 241 ad_requests with mean bid_floor 6.4; 2 sessions in app 'com.slot.jackpot.bonus', 13 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.spacetime.dinnerplease', 1 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 71 ad_requests with mean bid_floor 1.9; 9 sessions in app 'com.sport.cornhole', 166 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'qantas.com' with mean price 0.9; 1 sessions in app 'com.superplaystudios.dicedreams', 1 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.tastypill.worklife3d', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tippytap.yoga', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 2.4; 2 sessions in app 'com.zombie.gun.shooter', 11 ad_requests with mean bid_floor 98.8; 3 sessions in app 'easy.sudoku.puzzle.solver.free', 12 ad_requests with mean bid_floor 5.9; 1 sessions in app 'gpsfaker.joystick.fakelocation.gamelocation.locationspoofer', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'happy.paint.coloring.color.number', 1 ad_requests with mean bid_floor 6.5; 6 sessions in app 'in.playsimple.wordtrip', 17 ad_requests with mean bid_floor 8.4; 3 sessions in app 'net.wooga.junes_journey_hidden_object_mystery_game', 23 ad_requests with mean bid_floor 63.8; 4 sessions in app 'uk.videoparse.parse', 21 ad_requests with mean bid_floor 3.5; 40 sessions in app 'wallpaper.hd.live.background', 2166 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-28 17:22:49;time_since_impression_in_hours is 9414;channel is 'USA/I/bidmachine/com.sport.cornhole/False/237';time_since_click_in_hours is 9415;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.760916100640053;partition is 2001;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPA(prog2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_mmp_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '25d9e3a1-7328-46af-9784-c55d7667b582;'uuid is '1759ae2b-acc5-4759-9aac-c70197df0b2b';bid_timestamp is '2025-01-23 13:43:51';device_id is '25d9e3a1-7328-46af-9784-c55d7667b582';biddate is '2025-01-23';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 159.471176995697;target_cpi is 1.78953062845221;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 46.781002 ;min_floor is 0.0106 ;bidmachine_placement_value is 53;placement_historical_value is ;third_party_bid_price is 46.7810021465259;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.33;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-23 13:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '5 sessions in app '9f8ef9bf22a12d70a3586aa894699482', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'casino.tinysoft.slot.machines.slots', 2 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.anti.virus.security', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.antivirus', 4 ad_requests with mean bid_floor 5.2; 14 sessions in app 'com.applock.password.atodo', 173 ad_requests with mean bid_floor 13.5; 13 sessions in app 'com.blackout.spades', 292 ad_requests with mean bid_floor 10.1, 1 impressions of adomain 'justdice.io' with mean price 2.3, 1 impressions of adomain 'offerhives.com' with mean price 2.7, 1 impressions of adomain 'textnow.com' with mean price 10.0; 93 sessions in app 'com.boatip.browser', 413 ad_requests with mean bid_floor 95.7; 2 sessions in app 'com.bpfit.bloodpressure.health', 5 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.card2048.game.akal', 4 ad_requests with mean bid_floor 1.3; 12 sessions in app 'com.clean888.cleansuper.cleaner', 166 ad_requests with mean bid_floor 9.3; 1 sessions in app 'com.fiogonia.spades', 7 ad_requests with mean bid_floor 2.9; 11 sessions in app 'com.flashsecure.secure.browser888', 82 ad_requests with mean bid_floor 9.7; 1 sessions in app 'com.gamovation.tileclub', 21 ad_requests with mean bid_floor 12.1; 1 sessions in app 'com.gimica.spaceconnect', 8 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.itechnosolut.devicetree', 1 ad_requests with mean bid_floor 0.0; 8 sessions in app 'com.justplay.app', 40 ad_requests with mean bid_floor 3.8; 1 sessions in app 'com.kamagames.blackjack', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.lucky.sweepstakes.match.cash.paypal.win', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.merge.vogue.hue.amazing', 3 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.newpubco.spades', 31 ad_requests with mean bid_floor 54.4, 1 impressions of adomain 'luckylandslots.com' with mean price 2.0; 1 sessions in app 'com.oakever.tiletrip', 14 ad_requests with mean bid_floor 37.1; 1 sessions in app 'com.papaya.bubblecash', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.papaya.solitairecash', 1 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.phone.cleaner.antivirus.op.ydg', 24 ad_requests with mean bid_floor 3.3; 5 sessions in app 'com.playvalve.spades', 153 ad_requests with mean bid_floor 93.0, 4 impressions of adomain 'boombit.com' with mean price 0.6, 1 impressions of adomain 'cash.app' with mean price 0.9; 87 sessions in app 'com.przeglax.browser', 464 ad_requests with mean bid_floor 10.9; 14 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 175 ad_requests with mean bid_floor 13.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 159.5; 1 sessions in app 'com.talent.billiards.balls.merge', 1 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.tripledot.blackjack', 80 ad_requests with mean bid_floor 23.3; 1 sessions in app 'com.tripledot.spades', 9 ad_requests with mean bid_floor 26.8; 4 sessions in app 'com.up.up.study.copper', 110 ad_requests with mean bid_floor 221.7; 5 sessions in app 'com.use.specie.scratch.card', 81 ad_requests with mean bid_floor 154.9; 184 sessions in app 'com.vafra.browser', 420 ad_requests with mean bid_floor 130.2; 1 sessions in app 'com.wildcard.classicspades', 20 ad_requests with mean bid_floor 4.2, 1 impressions of adomain 'bidease.com' with mean price 0.7, 1 impressions of adomain 'bumble.com' with mean price 0.5, 2 impressions of adomain 'pentlyconger.com' with mean price 0.8, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 2.2; 1 sessions in app 'com.wildcard.spadespop', 5 ad_requests with mean bid_floor 8.1; 1 sessions in app 'in.playsimple.wordtrip', 19 ad_requests with mean bid_floor 13.7; 4 sessions in app 'net.playtowingames.casino', 31 ad_requests with mean bid_floor 143.5; 5 sessions in app 'net.zedge.android', 31 ad_requests with mean bid_floor 7.1; 9 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 79 ad_requests with mean bid_floor 5.8; 1 sessions in app 'spades.solitaire.card.games.free', 1 ad_requests with mean bid_floor 162.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-23 13:48:22;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.780534557488373;partition is 2259;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'bloom_com.fiogonia.spades_USA_7d' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
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